Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Richard Socher
@article{DBLP:journals/corr/abs-2402-06196,
author = {Shervin Minaee and
Tom{\'{a}}s Mikolov and
Narjes Nikzad and
Meysam Chenaghlu and
Richard Socher and
Xavier Amatriain and
Jianfeng Gao},
title = {Large Language Models: {A} Survey},
journal = {CoRR},
volume = {abs/2402.06196},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06196},
doi = {10.48550/ARXIV.2402.06196},
eprinttype = {arXiv},
eprint = {2402.06196},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/EstevaFWHSDCSMS23,
author = {Andre Esteva and
Jean Feng and
Douwe van der Wal and
Shih{-}Cheng Huang and
Jeffry P. Simko and
Sandy Devries and
Emmalyn Chen and
Edward M. Schaeffer and
Todd M. Morgan and
Yilun Sun and
Amirata Ghorbani and
Nikhil Naik and
Dhruv Nathawani and
Richard Socher and
Jeff M. Michalski and
Mack Roach and
Thomas M. Pisansky and
Jedidiah M. Monson and
Farah Naz and
James Wallace and
Michelle J. Ferguson and
Jean{-}Paul Bahary and
James Zou and
Matthew P. Lungren and
Serena Yeung and
Ashley E. Ross and
Michael J. Kucharczyk and
Luis Souhami and
Leslie Ballas and
Christopher A. Peters and
Sandy Liu and
Alexander G. Balogh and
Pamela D. Randolph{-}Jackson and
David L. Schwartz and
Michael R. Girvigian and
Naoyuki G. Saito and
Adam Raben and
Rachel A. Rabinovitch and
Khalil Katato and
Howard M. Sandler and
Phuoc T. Tran and
Daniel E. Spratt and
Stephanie Pugh and
Felix Y. Feng and
Osama Mohamad},
title = {Author Correction: Prostate cancer therapy personalization via multi-modal
deep learning on randomized phase {III} clinical trials},
journal = {npj Digit. Medicine},
volume = {6},
year = {2023},
url = {https://doi.org/10.1038/s41746-023-00769-z},
doi = {10.1038/S41746-023-00769-Z},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/EstevaFWHSDCSMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/EstevaFWHSDCSMS22,
author = {Andre Esteva and
Jean Feng and
Douwe van der Wal and
Shih{-}Cheng Huang and
Jeffry P. Simko and
Sandy Devries and
Emmalyn Chen and
Edward M. Schaeffer and
Todd M. Morgan and
Yilun Sun and
Amirata Ghorbani and
Nikhil Naik and
Dhruv Nathawani and
Richard Socher and
Jeff M. Michalski and
Mack Roach and
Thomas M. Pisansky and
Jedidiah M. Monson and
Farah Naz and
James Wallace and
Michelle J. Ferguson and
Jean{-}Paul Bahary and
James Zou and
Matthew P. Lungren and
Serena Yeung and
Ashley E. Ross and
Michael J. Kucharczyk and
Luis Souhami and
Leslie Ballas and
Christopher A. Peters and
Sandy Liu and
Alexander G. Balogh and
Pamela D. Randolph{-}Jackson and
David L. Schwartz and
Michael R. Girvigian and
Naoyuki G. Saito and
Adam Raben and
Rachel A. Rabinovitch and
Khalil Katato and
Howard M. Sandler and
Phuoc T. Tran and
Daniel E. Spratt and
Stephanie Pugh and
Felix Y. Feng and
Osama Mohamad},
title = {Prostate cancer therapy personalization via multi-modal deep learning
on randomized phase {III} clinical trials},
journal = {npj Digit. Medicine},
volume = {5},
year = {2022},
url = {https://doi.org/10.1038/s41746-022-00613-w},
doi = {10.1038/S41746-022-00613-W},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/EstevaFWHSDCSMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-12187,
author = {Tian Xie and
Xinyi Yang and
Angela S. Lin and
Feihong Wu and
Kazuma Hashimoto and
Jin Qu and
Young Mo Kang and
Wenpeng Yin and
Huan Wang and
Semih Yavuz and
Gang Wu and
Michael Jones and
Richard Socher and
Yingbo Zhou and
Wenhao Liu and
Caiming Xiong},
title = {Converse: {A} Tree-Based Modular Task-Oriented Dialogue System},
journal = {CoRR},
volume = {abs/2203.12187},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.12187},
doi = {10.48550/ARXIV.2203.12187},
eprinttype = {arXiv},
eprint = {2203.12187},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-12187.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/EstevaCYNMM0TDS21,
author = {Andre Esteva and
Katherine Chou and
Serena Yeung and
Nikhil Naik and
Ali Madani and
Ali Mottaghi and
Yun Liu and
Eric J. Topol and
Jeff Dean and
Richard Socher},
title = {Deep learning-enabled medical computer vision},
journal = {npj Digit. Medicine},
volume = {4},
year = {2021},
url = {https://doi.org/10.1038/s41746-020-00376-2},
doi = {10.1038/S41746-020-00376-2},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npjdm/EstevaCYNMM0TDS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/EstevaKPH0RS21,
author = {Andre Esteva and
Anuprit Kale and
Romain Paulus and
Kazuma Hashimoto and
Wenpeng Yin and
Dragomir Radev and
Richard Socher},
title = {{COVID-19} information retrieval with deep-learning based semantic
search, question answering, and abstractive summarization},
journal = {npj Digit. Medicine},
volume = {4},
year = {2021},
url = {https://doi.org/10.1038/s41746-021-00437-0},
doi = {10.1038/S41746-021-00437-0},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/EstevaKPH0RS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/WalJLNRRTW0FMSS21,
author = {Douwe van der Wal and
Iny Jhun and
Israa Laklouk and
Jeffrey J. Nirschl and
Lara Richer and
Rebecca Rojansky and
Talent Theparee and
Joshua Wheeler and
J{\"{o}}rg Sander and
Felix Y. Feng and
Osama Mohamad and
Silvio Savarese and
Richard Socher and
Andre Esteva},
title = {Biological data annotation via a human-augmenting AI-based labeling
system},
journal = {npj Digit. Medicine},
volume = {4},
year = {2021},
url = {https://doi.org/10.1038/s41746-021-00520-6},
doi = {10.1038/S41746-021-00520-6},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/WalJLNRRTW0FMSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/FabbriKMXSR21,
author = {Alexander R. Fabbri and
Wojciech Kryscinski and
Bryan McCann and
Caiming Xiong and
Richard Socher and
Dragomir R. Radev},
title = {SummEval: Re-evaluating Summarization Evaluation},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {9},
pages = {391--409},
year = {2021},
url = {https://doi.org/10.1162/tacl\_a\_00373},
doi = {10.1162/TACL\_A\_00373},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/FabbriKMXSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GaoZXSX21,
author = {Mingfei Gao and
Yingbo Zhou and
Ran Xu and
Richard Socher and
Caiming Xiong},
title = {{WOAD:} Weakly Supervised Online Action Detection in Untrimmed Videos},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {1915--1923},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Gao\_WOAD\_Weakly\_Supervised\_Online\_Action\_Detection\_in\_Untrimmed\_Videos\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00195},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/GaoZXSX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KrauseGMKJSR21,
author = {Ben Krause and
Akhilesh Deepak Gotmare and
Bryan McCann and
Nitish Shirish Keskar and
Shafiq R. Joty and
Richard Socher and
Nazneen Fatema Rajani},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {GeDi: Generative Discriminator Guided Sequence Generation},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
2021},
pages = {4929--4952},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-emnlp.424},
doi = {10.18653/V1/2021.FINDINGS-EMNLP.424},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/KrauseGMKJSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0009WLWTYRSX21,
author = {Tao Yu and
Chien{-}Sheng Wu and
Xi Victoria Lin and
Bailin Wang and
Yi Chern Tan and
Xinyi Yang and
Dragomir R. Radev and
Richard Socher and
Caiming Xiong},
title = {GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=kyaIeYj4zZ},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0009WLWTYRSX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/VigMVXSR21,
author = {Jesse Vig and
Ali Madani and
Lav R. Varshney and
Caiming Xiong and
Richard Socher and
Nazneen Fatema Rajani},
title = {BERTology Meets Biology: Interpreting Attention in Protein Language
Models},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=YWtLZvLmud7},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/VigMVXSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JastrzebskiAAKW21,
author = {Stanislaw Jastrzebski and
Devansh Arpit and
Oliver {\AA}strand and
Giancarlo Kerg and
Huan Wang and
Caiming Xiong and
Richard Socher and
Kyunghyun Cho and
Krzysztof J. Geras},
editor = {Marina Meila and
Tong Zhang},
title = {Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4772--4784},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jastrzebski21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JastrzebskiAAKW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/NanRZRSHTVVKLIP21,
author = {Linyong Nan and
Dragomir R. Radev and
Rui Zhang and
Amrit Rau and
Abhinand Sivaprasad and
Chiachun Hsieh and
Xiangru Tang and
Aadit Vyas and
Neha Verma and
Pranav Krishna and
Yangxiaokang Liu and
Nadia Irwanto and
Jessica Pan and
Faiaz Rahman and
Ahmad Zaidi and
Mutethia Mutuma and
Yasin Tarabar and
Ankit Gupta and
Tao Yu and
Yi Chern Tan and
Xi Victoria Lin and
Caiming Xiong and
Richard Socher and
Nazneen Fatema Rajani},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {{DART:} Open-Domain Structured Data Record to Text Generation},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {432--447},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.37},
doi = {10.18653/V1/2021.NAACL-MAIN.37},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/NanRZRSHTVVKLIP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TheisenWVXS21,
author = {Ryan Theisen and
Huan Wang and
Lav R. Varshney and
Caiming Xiong and
Richard Socher},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Evaluating State-of-the-Art Classification Models Against Bayes Optimality},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {9367--9377},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/4e0ccd2b894f717df5ebc12f4282ee70-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/TheisenWVXS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03357,
author = {Ryan Theisen and
Huan Wang and
Lav R. Varshney and
Caiming Xiong and
Richard Socher},
title = {Evaluating State-of-the-Art Classification Models Against Bayes Optimality},
journal = {CoRR},
volume = {abs/2106.03357},
year = {2021},
url = {https://arxiv.org/abs/2106.03357},
eprinttype = {arXiv},
eprint = {2106.03357},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-02755,
author = {Stephan Zheng and
Alexander Trott and
Sunil Srinivasa and
David C. Parkes and
Richard Socher},
title = {The {AI} Economist: Optimal Economic Policy Design via Two-level Deep
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2108.02755},
year = {2021},
url = {https://arxiv.org/abs/2108.02755},
eprinttype = {arXiv},
eprint = {2108.02755},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-02755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZengLHSXLK20,
author = {Jichuan Zeng and
Xi Victoria Lin and
Steven C. H. Hoi and
Richard Socher and
Caiming Xiong and
Michael R. Lyu and
Irwin King},
editor = {Asli Celikyilmaz and
Tsung{-}Hsien Wen},
title = {Photon: {A} Robust Cross-Domain Text-to-SQL System},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics: System Demonstrations, {ACL} 2020, Online, July 5-10,
2020},
pages = {204--214},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-demos.24},
doi = {10.18653/V1/2020.ACL-DEMOS.24},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZengLHSXLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GaoWJXSKLH20,
author = {Yifan Gao and
Chien{-}Sheng Wu and
Shafiq R. Joty and
Caiming Xiong and
Richard Socher and
Irwin King and
Michael R. Lyu and
Steven C. H. Hoi},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational
Machine Reading},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {935--945},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.88},
doi = {10.18653/V1/2020.ACL-MAIN.88},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/GaoWJXSKLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TanJKS20,
author = {Samson Tan and
Shafiq R. Joty and
Min{-}Yen Kan and
Richard Socher},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {It's Morphin' Time! Combating Linguistic Discrimination with Inflectional
Perturbations},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {2920--2935},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.263},
doi = {10.18653/V1/2020.ACL-MAIN.263},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/TanJKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DeYoungJRLXSW20,
author = {Jay DeYoung and
Sarthak Jain and
Nazneen Fatema Rajani and
Eric Lehman and
Caiming Xiong and
Richard Socher and
Byron C. Wallace},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {{ERASER:} {A} Benchmark to Evaluate Rationalized {NLP} Models},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {4443--4458},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.408},
doi = {10.18653/V1/2020.ACL-MAIN.408},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/DeYoungJRLXSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/RajaniZTZWVGXSR20,
author = {Nazneen Fatema Rajani and
Rui Zhang and
Yi Chern Tan and
Stephan Zheng and
Jeremy Weiss and
Aadit Vyas and
Abhijit Gupta and
Caiming Xiong and
Richard Socher and
Dragomir R. Radev},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {{ESPRIT:} Explaining Solutions to Physical Reasoning Tasks},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {7906--7917},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.706},
doi = {10.18653/V1/2020.ACL-MAIN.706},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/RajaniZTZWVGXSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangKXS20,
author = {Huan Wang and
Nitish Shirish Keskar and
Caiming Xiong and
Richard Socher},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Assessing Local Generalization Capability in Deep Models},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {2077--2087},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/wang20f.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangKXS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiWZXSD20,
author = {Hengduo Li and
Zuxuan Wu and
Chen Zhu and
Caiming Xiong and
Richard Socher and
Larry S. Davis},
title = {Learning From Noisy Anchors for One-Stage Object Detection},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {10585--10594},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Li\_Learning\_From\_Noisy\_Anchors\_for\_One-Stage\_Object\_Detection\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.01060},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiWZXSD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WuHSX20,
author = {Chien{-}Sheng Wu and
Steven C. H. Hoi and
Richard Socher and
Caiming Xiong},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {{TOD-BERT:} Pre-trained Natural Language Understanding for Task-Oriented
Dialogue},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {917--929},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.66},
doi = {10.18653/V1/2020.EMNLP-MAIN.66},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WuHSX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/XiaXYS20,
author = {Congying Xia and
Caiming Xiong and
Philip S. Yu and
Richard Socher},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Composed Variational Natural Language Generation for Few-shot Intents},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {3379--3388},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.303},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.303},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/XiaXYS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LinSX20,
author = {Xi Victoria Lin and
Richard Socher and
Caiming Xiong},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic
Parsing},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {4870--4888},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.438},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.438},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LinSX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhangHLWWYSX20,
author = {Jian{-}Guo Zhang and
Kazuma Hashimoto and
Wenhao Liu and
Chien{-}Sheng Wu and
Yao Wan and
Philip S. Yu and
Richard Socher and
Caiming Xiong},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring
Natural Language Inference},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {5064--5082},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.411},
doi = {10.18653/V1/2020.EMNLP-MAIN.411},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhangHLWWYSX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YavuzHLKSX20,
author = {Semih Yavuz and
Kazuma Hashimoto and
Wenhao Liu and
Nitish Shirish Keskar and
Richard Socher and
Caiming Xiong},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Simple Data Augmentation with the Mask Token Improves Domain Adaptation
for Dialog Act Tagging},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {5083--5089},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.412},
doi = {10.18653/V1/2020.EMNLP-MAIN.412},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YavuzHLKSX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KeskarMXS20,
author = {Nitish Shirish Keskar and
Bryan McCann and
Caiming Xiong and
Richard Socher},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {The Thieves on Sesame Street are Polyglots - Extracting Multilingual
Models from Monolingual APIs},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {6203--6207},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.501},
doi = {10.18653/V1/2020.EMNLP-MAIN.501},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/KeskarMXS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YinRRSX20,
author = {Wenpeng Yin and
Nazneen Fatema Rajani and
Dragomir R. Radev and
Richard Socher and
Caiming Xiong},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Universal Natural Language Processing with Limited Annotations: Try
Few-shot Textual Entailment as a Start},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {8229--8239},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.660},
doi = {10.18653/V1/2020.EMNLP-MAIN.660},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YinRRSX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KryscinskiMXS20,
author = {Wojciech Kryscinski and
Bryan McCann and
Caiming Xiong and
Richard Socher},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Evaluating the Factual Consistency of Abstractive Text Summarization},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {9332--9346},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.750},
doi = {10.18653/V1/2020.EMNLP-MAIN.750},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/KryscinskiMXS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AsaiHHSX20,
author = {Akari Asai and
Kazuma Hashimoto and
Hannaneh Hajishirzi and
Richard Socher and
Caiming Xiong},
title = {Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question
Answering},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SJgVHkrYDH},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AsaiHHSX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LeSH20,
author = {Hung Le and
Richard Socher and
Steven C. H. Hoi},
title = {Non-Autoregressive Dialog State Tracking},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=H1e\_cC4twS},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LeSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiSH20,
author = {Junnan Li and
Richard Socher and
Steven C. H. Hoi},
title = {DivideMix: Learning with Noisy Labels as Semi-supervised Learning},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=HJgExaVtwr},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/LiSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/NguyenJHS20,
author = {Xuan{-}Phi Nguyen and
Shafiq R. Joty and
Steven C. H. Hoi and
Richard Socher},
title = {Tree-Structured Attention with Hierarchical Accumulation},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=HJxK5pEYvr},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/NguyenJHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CamposTXSGT20,
author = {Victor Campos and
Alexander Trott and
Caiming Xiong and
Richard Socher and
Xavier Gir{\'{o}}{-}i{-}Nieto and
Jordi Torres},
title = {Explore, Discover and Learn: Unsupervised Discovery of State-Covering
Skills},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1317--1327},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/campos20a.html},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CamposTXSGT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/WangWBZXS20,
author = {Weiran Wang and
Guangsen Wang and
Aadyot Bhatnagar and
Yingbo Zhou and
Caiming Xiong and
Richard Socher},
editor = {Helen Meng and
Bo Xu and
Thomas Fang Zheng},
title = {An Investigation of Phone-Based Subword Units for End-to-End Speech
Recognition},
booktitle = {Interspeech 2020, 21st Annual Conference of the International Speech
Communication Association, Virtual Event, Shanghai, China, 25-29 October
2020},
pages = {1778--1782},
publisher = {{ISCA}},
year = {2020},
url = {https://doi.org/10.21437/Interspeech.2020-1873},
doi = {10.21437/INTERSPEECH.2020-1873},
timestamp = {Fri, 29 Jan 2021 17:40:16 +0100},
biburl = {https://dblp.org/rec/conf/interspeech/WangWBZXS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ita/VarshneyKS20,
author = {Lav R. Varshney and
Nitish Shirish Keskar and
Richard Socher},
title = {Limits of Detecting Text Generated by Large-Scale Language Models},
booktitle = {Information Theory and Applications Workshop, {ITA} 2020, San Diego,
CA, USA, February 2-7, 2020},
pages = {1--5},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ITA50056.2020.9245012},
doi = {10.1109/ITA50056.2020.9245012},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ita/VarshneyKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenBLZWXS20,
author = {Minshuo Chen and
Yu Bai and
Jason D. Lee and
Tuo Zhao and
Huan Wang and
Caiming Xiong and
Richard Socher},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Towards Understanding Hierarchical Learning: Benefits of Neural Representations},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/fb647ca6672b0930e9d00dc384d8b16f-Abstract.html},
timestamp = {Sat, 15 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenBLZWXS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Hosseini-AslMWY20,
author = {Ehsan Hosseini{-}Asl and
Bryan McCann and
Chien{-}Sheng Wu and
Semih Yavuz and
Richard Socher},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {A Simple Language Model for Task-Oriented Dialogue},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/e946209592563be0f01c844ab2170f0c-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Hosseini-AslMWY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YaoZMLSX20,
author = {Huaxiu Yao and
Yingbo Zhou and
Mehrdad Mahdavi and
Zhenhui Li and
Richard Socher and
Caiming Xiong},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Online Structured Meta-learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/4b86ca48d90bd5f0978afa3a012503a4-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YaoZMLSX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhouXSH20,
author = {Pan Zhou and
Caiming Xiong and
Richard Socher and
Steven Chu{-}Hong Hoi},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Theory-Inspired Path-Regularized Differential Network Architecture
Search},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/5e1b18c4c6a6d31695acbae3fd70ecc6-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhouXSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/starsem/ZhangHWWYSX20,
author = {Jian{-}Guo Zhang and
Kazuma Hashimoto and
Chien{-}Sheng Wu and
Yao Wan and
Philip S. Yu and
Richard Socher and
Caiming Xiong},
editor = {Iryna Gurevych and
Marianna Apidianaki and
Manaal Faruqui},
title = {Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain
Dialog State Tracking},
booktitle = {Proceedings of the Ninth Joint Conference on Lexical and Computational
Semantics, *SEM@COLING 2020, Barcelona, Spain (Online), December 12-13,
2020},
pages = {154--167},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://aclanthology.org/2020.starsem-1.17/},
timestamp = {Thu, 08 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/starsem/ZhangHWWYSX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03438,
author = {Lav R. Varshney and
Nitish Shirish Keskar and
Richard Socher},
title = {Limits of Detecting Text Generated by Large-Scale Language Models},
journal = {CoRR},
volume = {abs/2002.03438},
year = {2020},
url = {https://arxiv.org/abs/2002.03438},
eprinttype = {arXiv},
eprint = {2002.03438},
timestamp = {Wed, 12 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03438.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03647,
author = {V{\'{\i}}ctor Campos and
Alexander Trott and
Caiming Xiong and
Richard Socher and
Xavier Gir{\'{o}}{-}i{-}Nieto and
Jordi Torres},
title = {Explore, Discover and Learn: Unsupervised Discovery of State-Covering
Skills},
journal = {CoRR},
volume = {abs/2002.03647},
year = {2020},
url = {https://arxiv.org/abs/2002.03647},
eprinttype = {arXiv},
eprint = {2002.03647},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03647.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04010,
author = {Yu Bai and
Ben Krause and
Huan Wang and
Caiming Xiong and
Richard Socher},
title = {Taylorized Training: Towards Better Approximation of Neural Network
Training at Finite Width},
journal = {CoRR},
volume = {abs/2002.04010},
year = {2020},
url = {https://arxiv.org/abs/2002.04010},
eprinttype = {arXiv},
eprint = {2002.04010},
timestamp = {Sat, 15 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-04010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-07394,
author = {Junnan Li and
Richard Socher and
Steven C. H. Hoi},
title = {DivideMix: Learning with Noisy Labels as Semi-supervised Learning},
journal = {CoRR},
volume = {abs/2002.07394},
year = {2020},
url = {https://arxiv.org/abs/2002.07394},
eprinttype = {arXiv},
eprint = {2002.07394},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-07394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08024,
author = {Hung Le and
Richard Socher and
Steven C. H. Hoi},
title = {Non-Autoregressive Dialog State Tracking},
journal = {CoRR},
volume = {abs/2002.08024},
year = {2020},
url = {https://arxiv.org/abs/2002.08024},
eprinttype = {arXiv},
eprint = {2002.08024},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08046,
author = {Xuan{-}Phi Nguyen and
Shafiq R. Joty and
Steven C. H. Hoi and
Richard Socher},
title = {Tree-structured Attention with Hierarchical Accumulation},
journal = {CoRR},
volume = {abs/2002.08046},
year = {2020},
url = {https://arxiv.org/abs/2002.08046},
eprinttype = {arXiv},
eprint = {2002.08046},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09046,
author = {Devansh Arpit and
Huan Wang and
Caiming Xiong and
Richard Socher and
Yoshua Bengio},
title = {Neural Bayes: {A} Generic Parameterization Method for Unsupervised
Representation Learning},
journal = {CoRR},
volume = {abs/2002.09046},
year = {2020},
url = {https://arxiv.org/abs/2002.09046},
eprinttype = {arXiv},
eprint = {2002.09046},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01285,
author = {Junnan Li and
Caiming Xiong and
Richard Socher and
Steven C. H. Hoi},
title = {Towards Noise-resistant Object Detection with Noisy Annotations},
journal = {CoRR},
volume = {abs/2003.01285},
year = {2020},
url = {https://arxiv.org/abs/2003.01285},
eprinttype = {arXiv},
eprint = {2003.01285},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-13525,
author = {Isabela Albuquerque and
Nikhil Naik and
Junnan Li and
Nitish Shirish Keskar and
Richard Socher},
title = {Improving out-of-distribution generalization via multi-task self-supervised
pretraining},
journal = {CoRR},
volume = {abs/2003.13525},
year = {2020},
url = {https://arxiv.org/abs/2003.13525},
eprinttype = {arXiv},
eprint = {2003.13525},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-13525.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-03497,
author = {Ali Madani and
Bryan McCann and
Nikhil Naik and
Nitish Shirish Keskar and
Namrata Anand and
Raphael R. Eguchi and
Po{-}Ssu Huang and
Richard Socher},
title = {ProGen: Language Modeling for Protein Generation},
journal = {CoRR},
volume = {abs/2004.03497},
year = {2020},
url = {https://arxiv.org/abs/2004.03497},
eprinttype = {arXiv},
eprint = {2004.03497},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-03497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-06871,
author = {Chien{-}Sheng Wu and
Steven C. H. Hoi and
Richard Socher and
Caiming Xiong},
title = {ToD-BERT: Pre-trained Natural Language Understanding for Task-Oriented
Dialogues},
journal = {CoRR},
volume = {abs/2004.06871},
year = {2020},
url = {https://arxiv.org/abs/2004.06871},
eprinttype = {arXiv},
eprint = {2004.06871},
timestamp = {Tue, 21 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-06871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-13332,
author = {Stephan Zheng and
Alexander Trott and
Sunil Srinivasa and
Nikhil Naik and
Melvin Gruesbeck and
David C. Parkes and
Richard Socher},
title = {The {AI} Economist: Improving Equality and Productivity with AI-Driven
Tax Policies},
journal = {CoRR},
volume = {abs/2004.13332},
year = {2020},
url = {https://arxiv.org/abs/2004.13332},
eprinttype = {arXiv},
eprint = {2004.13332},
timestamp = {Sun, 03 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-13332.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00730,
author = {Nazneen Fatema Rajani and
Rui Zhang and
Yi Chern Tan and
Stephan Zheng and
Jeremy Weiss and
Aadit Vyas and
Abhijit Gupta and
Caiming Xiong and
Richard Socher and
Dragomir R. Radev},
title = {{ESPRIT:} Explaining Solutions to Physical Reasoning Tasks},
journal = {CoRR},
volume = {abs/2005.00730},
year = {2020},
url = {https://arxiv.org/abs/2005.00730},
eprinttype = {arXiv},
eprint = {2005.00730},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00796,
author = {Ehsan Hosseini{-}Asl and
Bryan McCann and
Chien{-}Sheng Wu and
Semih Yavuz and
Richard Socher},
title = {A Simple Language Model for Task-Oriented Dialogue},
journal = {CoRR},
volume = {abs/2005.00796},
year = {2020},
url = {https://arxiv.org/abs/2005.00796},
eprinttype = {arXiv},
eprint = {2005.00796},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00796.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04364,
author = {Samson Tan and
Shafiq R. Joty and
Min{-}Yen Kan and
Richard Socher},
title = {It's Morphin' Time! Combating Linguistic Discrimination with Inflectional
Perturbations},
journal = {CoRR},
volume = {abs/2005.04364},
year = {2020},
url = {https://arxiv.org/abs/2005.04364},
eprinttype = {arXiv},
eprint = {2005.04364},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-04364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04966,
author = {Junnan Li and
Pan Zhou and
Caiming Xiong and
Richard Socher and
Steven C. H. Hoi},
title = {Prototypical Contrastive Learning of Unsupervised Representations},
journal = {CoRR},
volume = {abs/2005.04966},
year = {2020},
url = {https://arxiv.org/abs/2005.04966},
eprinttype = {arXiv},
eprint = {2005.04966},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-04966.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-12484,
author = {Yifan Gao and
Chien{-}Sheng Wu and
Shafiq R. Joty and
Caiming Xiong and
Richard Socher and
Irwin King and
Michael R. Lyu and
Steven C. H. Hoi},
title = {{EMT:} Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational
Machine Reading},
journal = {CoRR},
volume = {abs/2005.12484},
year = {2020},
url = {https://arxiv.org/abs/2005.12484},
eprinttype = {arXiv},
eprint = {2005.12484},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-12484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03732,
author = {Mingfei Gao and
Yingbo Zhou and
Ran Xu and
Richard Socher and
Caiming Xiong},
title = {{WOAD:} Weakly Supervised Online Action Detection in Untrimmed Videos},
journal = {CoRR},
volume = {abs/2006.03732},
year = {2020},
url = {https://arxiv.org/abs/2006.03732},
eprinttype = {arXiv},
eprint = {2006.03732},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-03732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09595,
author = {Andre Esteva and
Anuprit Kale and
Romain Paulus and
Kazuma Hashimoto and
Wenpeng Yin and
Dragomir R. Radev and
Richard Socher},
title = {CO-Search: {COVID-19} Information Retrieval with Semantic Search,
Question Answering, and Abstractive Summarization},
journal = {CoRR},
volume = {abs/2006.09595},
year = {2020},
url = {https://arxiv.org/abs/2006.09595},
eprinttype = {arXiv},
eprint = {2006.09595},
timestamp = {Wed, 28 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-09595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13425,
author = {Kazuma Hashimoto and
Raffaella Buschiazzo and
James Bradbury and
Teresa Marshall and
Richard Socher and
Caiming Xiong},
title = {A High-Quality Multilingual Dataset for Structured Documentation Translation},
journal = {CoRR},
volume = {abs/2006.13425},
year = {2020},
url = {https://arxiv.org/abs/2006.13425},
eprinttype = {arXiv},
eprint = {2006.13425},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13425.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13436,
author = {Minshuo Chen and
Yu Bai and
Jason D. Lee and
Tuo Zhao and
Huan Wang and
Caiming Xiong and
Richard Socher},
title = {Towards Understanding Hierarchical Learning: Benefits of Neural Representations},
journal = {CoRR},
volume = {abs/2006.13436},
year = {2020},
url = {https://arxiv.org/abs/2006.13436},
eprinttype = {arXiv},
eprint = {2006.13436},
timestamp = {Sat, 15 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15222,
author = {Jesse Vig and
Ali Madani and
Lav R. Varshney and
Caiming Xiong and
Richard Socher and
Nazneen Fatema Rajani},
title = {BERTology Meets Biology: Interpreting Attention in Protein Language
Models},
journal = {CoRR},
volume = {abs/2006.15222},
year = {2020},
url = {https://arxiv.org/abs/2006.15222},
eprinttype = {arXiv},
eprint = {2006.15222},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15222.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-16537,
author = {Pan Zhou and
Caiming Xiong and
Richard Socher and
Steven C. H. Hoi},
title = {Theory-Inspired Path-Regularized Differential Network Architecture
Search},
journal = {CoRR},
volume = {abs/2006.16537},
year = {2020},
url = {https://arxiv.org/abs/2006.16537},
eprinttype = {arXiv},
eprint = {2006.16537},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-16537.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-02871,
author = {Dragomir R. Radev and
Rui Zhang and
Amrit Rau and
Abhinand Sivaprasad and
Chiachun Hsieh and
Nazneen Fatema Rajani and
Xiangru Tang and
Aadit Vyas and
Neha Verma and
Pranav Krishna and
Yangxiaokang Liu and
Nadia Irwanto and
Jessica Pan and
Faiaz Rahman and
Ahmad Zaidi and
Murori Mutuma and
Yasin Tarabar and
Ankit Gupta and
Tao Yu and
Yi Chern Tan and
Xi Victoria Lin and
Caiming Xiong and
Richard Socher},
title = {{DART:} Open-Domain Structured Data Record to Text Generation},
journal = {CoRR},
volume = {abs/2007.02871},
year = {2020},
url = {https://arxiv.org/abs/2007.02871},
eprinttype = {arXiv},
eprint = {2007.02871},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-02871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-12626,
author = {Alexander R. Fabbri and
Wojciech Kryscinski and
Bryan McCann and
Caiming Xiong and
Richard Socher and
Dragomir R. Radev},
title = {SummEval: Re-evaluating Summarization Evaluation},
journal = {CoRR},
volume = {abs/2007.12626},
year = {2020},
url = {https://arxiv.org/abs/2007.12626},
eprinttype = {arXiv},
eprint = {2007.12626},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-12626.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-15280,
author = {Jichuan Zeng and
Xi Victoria Lin and
Caiming Xiong and
Richard Socher and
Michael R. Lyu and
Irwin King and
Steven C. H. Hoi},
title = {Photon: {A} Robust Cross-Domain Text-to-SQL System},
journal = {CoRR},
volume = {abs/2007.15280},
year = {2020},
url = {https://arxiv.org/abs/2007.15280},
eprinttype = {arXiv},
eprint = {2007.15280},
timestamp = {Mon, 03 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-15280.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-04087,
author = {Christopher Liu and
Laura Domin{\'{e}} and
Kevin Chavez and
Richard Socher},
title = {Central Yup'ik and Machine Translation of Low-Resource Polysynthetic
Languages},
journal = {CoRR},
volume = {abs/2009.04087},
year = {2020},
url = {https://arxiv.org/abs/2009.04087},
eprinttype = {arXiv},
eprint = {2009.04087},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-04087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-06367,
author = {Ben Krause and
Akhilesh Deepak Gotmare and
Bryan McCann and
Nitish Shirish Keskar and
Shafiq R. Joty and
Richard Socher and
Nazneen Fatema Rajani},
title = {GeDi: Generative Discriminator Guided Sequence Generation},
journal = {CoRR},
volume = {abs/2009.06367},
year = {2020},
url = {https://arxiv.org/abs/2009.06367},
eprinttype = {arXiv},
eprint = {2009.06367},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-06367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-10056,
author = {Congying Xia and
Caiming Xiong and
Philip S. Yu and
Richard Socher},
title = {Composed Variational Natural Language Generation for Few-shot Intents},
journal = {CoRR},
volume = {abs/2009.10056},
year = {2020},
url = {https://arxiv.org/abs/2009.10056},
eprinttype = {arXiv},
eprint = {2009.10056},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-10056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-13845,
author = {Tao Yu and
Chien{-}Sheng Wu and
Xi Victoria Lin and
Bailin Wang and
Yi Chern Tan and
Xinyi Yang and
Dragomir R. Radev and
Richard Socher and
Caiming Xiong},
title = {GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing},
journal = {CoRR},
volume = {abs/2009.13845},
year = {2020},
url = {https://arxiv.org/abs/2009.13845},
eprinttype = {arXiv},
eprint = {2009.13845},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-13845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02584,
author = {Wenpeng Yin and
Nazneen Fatema Rajani and
Dragomir R. Radev and
Richard Socher and
Caiming Xiong},
title = {Universal Natural Language Processing with Limited Annotations: Try
Few-shot Textual Entailment as a Start},
journal = {CoRR},
volume = {abs/2010.02584},
year = {2020},
url = {https://arxiv.org/abs/2010.02584},
eprinttype = {arXiv},
eprint = {2010.02584},
timestamp = {Wed, 28 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07126,
author = {Lav R. Varshney and
Nazneen Fatema Rajani and
Richard Socher},
title = {Explaining Creative Artifacts},
journal = {CoRR},
volume = {abs/2010.07126},
year = {2020},
url = {https://arxiv.org/abs/2010.07126},
eprinttype = {arXiv},
eprint = {2010.07126},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-07126.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09030,
author = {Nazneen Fatema Rajani and
Ben Krause and
Wengpeng Yin and
Tong Niu and
Richard Socher and
Caiming Xiong},
title = {Explaining and Improving Model Behavior with k Nearest Neighbor Representations},
journal = {CoRR},
volume = {abs/2010.09030},
year = {2020},
url = {https://arxiv.org/abs/2010.09030},
eprinttype = {arXiv},
eprint = {2010.09030},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11545,
author = {Huaxiu Yao and
Yingbo Zhou and
Mehrdad Mahdavi and
Zhenhui Li and
Richard Socher and
Caiming Xiong},
title = {Online Structured Meta-learning},
journal = {CoRR},
volume = {abs/2010.11545},
year = {2020},
url = {https://arxiv.org/abs/2010.11545},
eprinttype = {arXiv},
eprint = {2010.11545},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-13009,
author = {Jian{-}Guo Zhang and
Kazuma Hashimoto and
Wenhao Liu and
Chien{-}Sheng Wu and
Yao Wan and
Philip S. Yu and
Richard Socher and
Caiming Xiong},
title = {Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring
Natural Language Inference},
journal = {CoRR},
volume = {abs/2010.13009},
year = {2020},
url = {https://arxiv.org/abs/2010.13009},
eprinttype = {arXiv},
eprint = {2010.13009},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-13009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12627,
author = {Xi Victoria Lin and
Richard Socher and
Caiming Xiong},
title = {Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic
Parsing},
journal = {CoRR},
volume = {abs/2012.12627},
year = {2020},
url = {https://arxiv.org/abs/2012.12627},
eprinttype = {arXiv},
eprint = {2012.12627},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-14193,
author = {Stanislaw Jastrzebski and
Devansh Arpit and
Oliver {\AA}strand and
Giancarlo Kerg and
Huan Wang and
Caiming Xiong and
Richard Socher and
Kyunghyun Cho and
Krzysztof J. Geras},
title = {Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization},
journal = {CoRR},
volume = {abs/2012.14193},
year = {2020},
url = {https://arxiv.org/abs/2012.14193},
eprinttype = {arXiv},
eprint = {2012.14193},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-14193.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WuMHXSF19,
author = {Chien{-}Sheng Wu and
Andrea Madotto and
Ehsan Hosseini{-}Asl and
Caiming Xiong and
Richard Socher and
Pascale Fung},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Transferable Multi-Domain State Generator for Task-Oriented Dialogue
Systems},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {808--819},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1078},
doi = {10.18653/V1/P19-1078},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/WuMHXSF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YuZYTLLELPCJDPS19,
author = {Tao Yu and
Rui Zhang and
Michihiro Yasunaga and
Yi Chern Tan and
Xi Victoria Lin and
Suyi Li and
Heyang Er and
Irene Li and
Bo Pang and
Tao Chen and
Emily Ji and
Shreya Dixit and
David Proctor and
Sungrok Shim and
Jonathan Kraft and
Vincent Zhang and
Caiming Xiong and
Richard Socher and
Dragomir R. Radev},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {SParC: Cross-Domain Semantic Parsing in Context},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {4511--4523},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1443},
doi = {10.18653/V1/P19-1443},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YuZYTLLELPCJDPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/RajaniMXS19,
author = {Nazneen Fatema Rajani and
Bryan McCann and
Caiming Xiong and
Richard Socher},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Explain Yourself! Leveraging Language Models for Commonsense Reasoning},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {4932--4942},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1487},
doi = {10.18653/V1/P19-1487},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/RajaniMXS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-deeplo/SinghMSX19,
author = {Jasdeep Singh and
Bryan McCann and
Richard Socher and
Caiming Xiong},
editor = {Colin Cherry and
Greg Durrett and
George F. Foster and
Reza Haffari and
Shahram Khadivi and
Nanyun Peng and
Xiang Ren and
Swabha Swayamdipta},
title = {{BERT} is Not an Interlingua and the Bias of Tokenization},
booktitle = {Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource
NLP, DeepLo@EMNLP-IJCNLP 2019, Hong Kong, China, November 3, 2019},
pages = {47--55},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-6106},
doi = {10.18653/V1/D19-6106},
timestamp = {Thu, 05 Aug 2021 17:36:17 +0200},
biburl = {https://dblp.org/rec/conf/acl-deeplo/SinghMSX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WuXMSD19,
author = {Zuxuan Wu and
Caiming Xiong and
Chih{-}Yao Ma and
Richard Socher and
Larry S. Davis},
title = {AdaFrame: Adaptive Frame Selection for Fast Video Recognition},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {1278--1287},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Wu\_AdaFrame\_Adaptive\_Frame\_Selection\_for\_Fast\_Video\_Recognition\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00137},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WuXMSD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KryscinskiKMXS19,
author = {Wojciech Kryscinski and
Nitish Shirish Keskar and
Bryan McCann and
Caiming Xiong and
Richard Socher},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Neural Text Summarization: {A} Critical Evaluation},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {540--551},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1051},
doi = {10.18653/V1/D19-1051},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/KryscinskiKMXS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GaoDSX19,
author = {Mingfei Gao and
Larry Davis and
Richard Socher and
Caiming Xiong},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {{WSLLN:} Weakly Supervised Natural Language Localization Networks},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {1481--1487},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1157},
doi = {10.18653/V1/D19-1157},
timestamp = {Thu, 12 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/GaoDSX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YuZELXPLTSLJYSC19,
author = {Tao Yu and
Rui Zhang and
Heyang Er and
Suyi Li and
Eric Xue and
Bo Pang and
Xi Victoria Lin and
Yi Chern Tan and
Tianze Shi and
Zihan Li and
Youxuan Jiang and
Michihiro Yasunaga and
Sungrok Shim and
Tao Chen and
Alexander R. Fabbri and
Zifan Li and
Luyao Chen and
Yuwen Zhang and
Shreya Dixit and
Vincent Zhang and
Caiming Xiong and
Richard Socher and
Walter S. Lasecki and
Dragomir R. Radev},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {CoSQL: {A} Conversational Text-to-SQL Challenge Towards Cross-Domain
Natural Language Interfaces to Databases},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {1962--1979},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1204},
doi = {10.18653/V1/D19-1204},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/YuZELXPLTSLJYSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhangYESXLSXSR19,
author = {Rui Zhang and
Tao Yu and
Heyang Er and
Sungrok Shim and
Eric Xue and
Xi Victoria Lin and
Tianze Shi and
Caiming Xiong and
Richard Socher and
Dragomir R. Radev},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Editing-Based {SQL} Query Generation for Cross-Domain Context-Dependent
Questions},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {5337--5348},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1537},
doi = {10.18653/V1/D19-1537},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhangYESXLSXSR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/GaoX0SX19,
author = {Mingfei Gao and
Mingze Xu and
Larry Davis and
Richard Socher and
Caiming Xiong},
title = {StartNet: Online Detection of Action Start in Untrimmed Videos},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2019, Seoul, Korea (South), October 27 - November 2, 2019},
pages = {5541--5550},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCV.2019.00564},
doi = {10.1109/ICCV.2019.00564},
timestamp = {Thu, 05 Mar 2020 10:01:04 +0100},
biburl = {https://dblp.org/rec/conf/iccv/GaoX0SX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GotmareKXS19,
author = {Akhilesh Gotmare and
Nitish Shirish Keskar and
Caiming Xiong and
Richard Socher},
title = {A Closer Look at Deep Learning Heuristics: Learning rate restarts,
Warmup and Distillation},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=r14EOsCqKX},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GotmareKXS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Hosseini-AslZXS19,
author = {Ehsan Hosseini{-}Asl and
Yingbo Zhou and
Caiming Xiong and
Richard Socher},
title = {Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=B1G9doA9F7},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Hosseini-AslZXS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuTSX19,
author = {Hao Liu and
Alexander Trott and
Richard Socher and
Caiming Xiong},
title = {Competitive experience replay},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=Sklsm20ctX},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiuTSX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MaLWAKSX19,
author = {Chih{-}Yao Ma and
Jiasen Lu and
Zuxuan Wu and
Ghassan AlRegib and
Zsolt Kira and
Richard Socher and
Caiming Xiong},
title = {Self-Monitoring Navigation Agent via Auxiliary Progress Estimation},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=r1GAsjC5Fm},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MaLWAKSX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WuSX19,
author = {Chien{-}Sheng Wu and
Richard Socher and
Caiming Xiong},
title = {Global-to-local Memory Pointer Networks for Task-Oriented Dialogue},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=ryxnHhRqFm},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WuSX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhongXKS19,
author = {Victor Zhong and
Caiming Xiong and
Nitish Shirish Keskar and
Richard Socher},
title = {Coarse-grain Fine-grain Coattention Network for Multi-evidence Question
Answering},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=Syl7OsRqY7},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhongXKS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiZWSX19,
author = {Xilai Li and
Yingbo Zhou and
Tianfu Wu and
Richard Socher and
Caiming Xiong},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Learn to Grow: {A} Continual Structure Learning Framework for Overcoming
Catastrophic Forgetting},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {3925--3934},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/li19m.html},
timestamp = {Wed, 13 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiZWSX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuSX19,
author = {Hao Liu and
Richard Socher and
Caiming Xiong},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Taming {MAML:} Efficient unbiased meta-reinforcement learning},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {4061--4071},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/liu19g.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuSX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangZXS19,
author = {Huan Wang and
Stephan Zheng and
Caiming Xiong and
Richard Socher},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {On the Generalization Gap in Reparameterizable Reinforcement Learning},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {6648--6658},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/wang19o.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangZXS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TrottZXS19,
author = {Alexander Trott and
Stephan Zheng and
Caiming Xiong and
Richard Socher},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing
Shaped Rewards},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {10376--10386},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/64c26b2a2dcf068c49894bd07e0e6389-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TrottZXS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pldi/CampagnaXMSL19,
author = {Giovanni Campagna and
Silei Xu and
Mehrad Moradshahi and
Richard Socher and
Monica S. Lam},
editor = {Kathryn S. McKinley and
Kathleen Fisher},
title = {Genie: a generator of natural language semantic parsers for virtual
assistant commands},
booktitle = {Proceedings of the 40th {ACM} {SIGPLAN} Conference on Programming
Language Design and Implementation, {PLDI} 2019, Phoenix, AZ, USA,
June 22-26, 2019},
pages = {394--410},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3314221.3314594},
doi = {10.1145/3314221.3314594},
timestamp = {Sun, 09 Jun 2019 18:52:19 +0200},
biburl = {https://dblp.org/rec/conf/pldi/CampagnaXMSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wmt/HashimotoBBMSX19,
author = {Kazuma Hashimoto and
Raffaella Buschiazzo and
James Bradbury and
Teresa Marshall and
Richard Socher and
Caiming Xiong},
editor = {Ondrej Bojar and
Rajen Chatterjee and
Christian Federmann and
Mark Fishel and
Yvette Graham and
Barry Haddow and
Matthias Huck and
Antonio Jimeno{-}Yepes and
Philipp Koehn and
Andr{\'{e}} Martins and
Christof Monz and
Matteo Negri and
Aur{\'{e}}lie N{\'{e}}v{\'{e}}ol and
Mariana L. Neves and
Matt Post and
Marco Turchi and
Karin Verspoor},
title = {A High-Quality Multilingual Dataset for Structured Documentation Translation},
booktitle = {Proceedings of the Fourth Conference on Machine Translation, {WMT}
2019, Florence, Italy, August 1-2, 2019 - Volume 1: Research Papers},
pages = {116--127},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/w19-5212},
doi = {10.18653/V1/W19-5212},
timestamp = {Thu, 17 Feb 2022 16:43:16 +0100},
biburl = {https://dblp.org/rec/conf/wmt/HashimotoBBMSX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-00603,
author = {Victor Zhong and
Caiming Xiong and
Nitish Shirish Keskar and
Richard Socher},
title = {Coarse-grain Fine-grain Coattention Network for Multi-evidence Question
Answering},
journal = {CoRR},
volume = {abs/1901.00603},
year = {2019},
url = {http://arxiv.org/abs/1901.00603},
eprinttype = {arXiv},
eprint = {1901.00603},
timestamp = {Thu, 31 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-00603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-03035,
author = {Chih{-}Yao Ma and
Jiasen Lu and
Zuxuan Wu and
Ghassan AlRegib and
Zsolt Kira and
Richard Socher and
Caiming Xiong},
title = {Self-Monitoring Navigation Agent via Auxiliary Progress Estimation},
journal = {CoRR},
volume = {abs/1901.03035},
year = {2019},
url = {http://arxiv.org/abs/1901.03035},
eprinttype = {arXiv},
eprint = {1901.03035},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-03035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-04713,
author = {Chien{-}Sheng Wu and
Richard Socher and
Caiming Xiong},
title = {Global-to-local Memory Pointer Networks for Task-Oriented Dialogue},
journal = {CoRR},
volume = {abs/1901.04713},
year = {2019},
url = {http://arxiv.org/abs/1901.04713},
eprinttype = {arXiv},
eprint = {1901.04713},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-04713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00528,
author = {Hao Liu and
Alexander Trott and
Richard Socher and
Caiming Xiong},
title = {Competitive Experience Replay},
journal = {CoRR},
volume = {abs/1902.00528},
year = {2019},
url = {http://arxiv.org/abs/1902.00528},
eprinttype = {arXiv},
eprint = {1902.00528},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-00528.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-09868,
author = {Mingfei Gao and
Mingze Xu and
Larry S. Davis and
Richard Socher and
Caiming Xiong},
title = {StartNet: Online Detection of Action Start in Untrimmed Videos},
journal = {CoRR},
volume = {abs/1903.09868},
year = {2019},
url = {http://arxiv.org/abs/1903.09868},
eprinttype = {arXiv},
eprint = {1903.09868},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-09868.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-00310,
author = {Xilai Li and
Yingbo Zhou and
Tianfu Wu and
Richard Socher and
Caiming Xiong},
title = {Learn to Grow: {A} Continual Structure Learning Framework for Overcoming
Catastrophic Forgetting},
journal = {CoRR},
volume = {abs/1904.00310},
year = {2019},
url = {http://arxiv.org/abs/1904.00310},
eprinttype = {arXiv},
eprint = {1904.00310},
timestamp = {Wed, 13 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-00310.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-09020,
author = {Giovanni Campagna and
Silei Xu and
Mehrad Moradshahi and
Richard Socher and
Monica S. Lam},
title = {Genie: {A} Generator of Natural Language Semantic Parsers for Virtual
Assistant Commands},
journal = {CoRR},
volume = {abs/1904.09020},
year = {2019},
url = {http://arxiv.org/abs/1904.09020},
eprinttype = {arXiv},
eprint = {1904.09020},
timestamp = {Fri, 26 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-09020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-09286,
author = {Nitish Shirish Keskar and
Bryan McCann and
Caiming Xiong and
Richard Socher},
title = {Unifying Question Answering and Text Classification via Span Extraction},
journal = {CoRR},
volume = {abs/1904.09286},
year = {2019},
url = {http://arxiv.org/abs/1904.09286},
eprinttype = {arXiv},
eprint = {1904.09286},
timestamp = {Fri, 26 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-09286.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-08743,
author = {Chien{-}Sheng Wu and
Andrea Madotto and
Ehsan Hosseini{-}Asl and
Caiming Xiong and
Richard Socher and
Pascale Fung},
title = {Transferable Multi-Domain State Generator for Task-Oriented Dialogue
Systems},
journal = {CoRR},
volume = {abs/1905.08743},
year = {2019},
url = {http://arxiv.org/abs/1905.08743},
eprinttype = {arXiv},
eprint = {1905.08743},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-08743.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11471,
author = {Jasdeep Singh and
Bryan McCann and
Nitish Shirish Keskar and
Caiming Xiong and
Richard Socher},
title = {{XLDA:} Cross-Lingual Data Augmentation for Natural Language Inference
and Question Answering},
journal = {CoRR},
volume = {abs/1905.11471},
year = {2019},
url = {http://arxiv.org/abs/1905.11471},
eprinttype = {arXiv},
eprint = {1905.11471},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11471.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12654,
author = {Huan Wang and
Stephan Zheng and
Caiming Xiong and
Richard Socher},
title = {On the Generalization Gap in Reparameterizable Reinforcement Learning},
journal = {CoRR},
volume = {abs/1905.12654},
year = {2019},
url = {http://arxiv.org/abs/1905.12654},
eprinttype = {arXiv},
eprint = {1905.12654},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02285,
author = {Tao Yu and
Rui Zhang and
Michihiro Yasunaga and
Yi Chern Tan and
Xi Victoria Lin and
Suyi Li and
Heyang Er and
Irene Li and
Bo Pang and
Tao Chen and
Emily Ji and
Shreya Dixit and
David Proctor and
Sungrok Shim and
Jonathan Kraft and
Vincent Zhang and
Caiming Xiong and
Richard Socher and
Dragomir R. Radev},
title = {SParC: Cross-Domain Semantic Parsing in Context},
journal = {CoRR},
volume = {abs/1906.02285},
year = {2019},
url = {http://arxiv.org/abs/1906.02285},
eprinttype = {arXiv},
eprint = {1906.02285},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02361,
author = {Nazneen Fatema Rajani and
Bryan McCann and
Caiming Xiong and
Richard Socher},
title = {Explain Yourself! Leveraging Language Models for Commonsense Reasoning},
journal = {CoRR},
volume = {abs/1906.02361},
year = {2019},
url = {http://arxiv.org/abs/1906.02361},
eprinttype = {arXiv},
eprint = {1906.02361},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-00664,
author = {Wenling Shang and
Alexander Trott and
Stephan Zheng and
Caiming Xiong and
Richard Socher},
title = {Learning World Graphs to Accelerate Hierarchical Reinforcement Learning},
journal = {CoRR},
volume = {abs/1907.00664},
year = {2019},
url = {http://arxiv.org/abs/1907.00664},
eprinttype = {arXiv},
eprint = {1907.00664},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-00664.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-08960,
author = {Wojciech Kryscinski and
Nitish Shirish Keskar and
Bryan McCann and
Caiming Xiong and
Richard Socher},
title = {Neural Text Summarization: {A} Critical Evaluation},
journal = {CoRR},
volume = {abs/1908.08960},
year = {2019},
url = {http://arxiv.org/abs/1908.08960},
eprinttype = {arXiv},
eprint = {1908.08960},
timestamp = {Thu, 29 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-08960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-00239,
author = {Mingfei Gao and
Larry S. Davis and
Richard Socher and
Caiming Xiong},
title = {{WSLLN:} Weakly Supervised Natural Language Localization Networks},
journal = {CoRR},
volume = {abs/1909.00239},
year = {2019},
url = {http://arxiv.org/abs/1909.00239},
eprinttype = {arXiv},
eprint = {1909.00239},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-00239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-00786,
author = {Rui Zhang and
Tao Yu and
Heyang Er and
Sungrok Shim and
Eric Xue and
Xi Victoria Lin and
Tianze Shi and
Caiming Xiong and
Richard Socher and
Dragomir R. Radev},
title = {Editing-Based {SQL} Query Generation for Cross-Domain Context-Dependent
Questions},
journal = {CoRR},
volume = {abs/1909.00786},
year = {2019},
url = {http://arxiv.org/abs/1909.00786},
eprinttype = {arXiv},
eprint = {1909.00786},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-00786.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03223,
author = {Tong Niu and
Caiming Xiong and
Richard Socher},
title = {Deleter: Leveraging {BERT} to Perform Unsupervised Successive Text
Compression},
journal = {CoRR},
volume = {abs/1909.03223},
year = {2019},
url = {http://arxiv.org/abs/1909.03223},
eprinttype = {arXiv},
eprint = {1909.03223},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03223.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03290,
author = {Lav R. Varshney and
Nitish Shirish Keskar and
Richard Socher},
title = {Pretrained {AI} Models: Performativity, Mobility, and Change},
journal = {CoRR},
volume = {abs/1909.03290},
year = {2019},
url = {http://arxiv.org/abs/1909.03290},
eprinttype = {arXiv},
eprint = {1909.03290},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03290.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05378,
author = {Tao Yu and
Rui Zhang and
Heyang Er and
Suyi Li and
Eric Xue and
Bo Pang and
Xi Victoria Lin and
Yi Chern Tan and
Tianze Shi and
Zihan Li and
Youxuan Jiang and
Michihiro Yasunaga and
Sungrok Shim and
Tao Chen and
Alexander R. Fabbri and
Zifan Li and
Luyao Chen and
Yuwen Zhang and
Shreya Dixit and
Vincent Zhang and
Caiming Xiong and
Richard Socher and
Walter S. Lasecki and
Dragomir R. Radev},
title = {CoSQL: {A} Conversational Text-to-SQL Challenge Towards Cross-Domain
Natural Language Interfaces to Databases},
journal = {CoRR},
volume = {abs/1909.05378},
year = {2019},
url = {http://arxiv.org/abs/1909.05378},
eprinttype = {arXiv},
eprint = {1909.05378},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05858,
author = {Nitish Shirish Keskar and
Bryan McCann and
Lav R. Varshney and
Caiming Xiong and
Richard Socher},
title = {{CTRL:} {A} Conditional Transformer Language Model for Controllable
Generation},
journal = {CoRR},
volume = {abs/1909.05858},
year = {2019},
url = {http://arxiv.org/abs/1909.05858},
eprinttype = {arXiv},
eprint = {1909.05858},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-00164,
author = {Devansh Arpit and
Caiming Xiong and
Richard Socher},
title = {Entropy Penalty: Towards Generalization Beyond the {IID} Assumption},
journal = {CoRR},
volume = {abs/1910.00164},
year = {2019},
url = {http://arxiv.org/abs/1910.00164},
eprinttype = {arXiv},
eprint = {1910.00164},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-00164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-03544,
author = {Jianguo Zhang and
Kazuma Hashimoto and
Chien{-}Sheng Wu and
Yao Wan and
Philip S. Yu and
Richard Socher and
Caiming Xiong},
title = {Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain
Dialog State Tracking},
journal = {CoRR},
volume = {abs/1910.03544},
year = {2019},
url = {http://arxiv.org/abs/1910.03544},
eprinttype = {arXiv},
eprint = {1910.03544},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-03544.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-10245,
author = {Ryan Theisen and
Jason M. Klusowski and
Huan Wang and
Nitish Shirish Keskar and
Caiming Xiong and
Richard Socher},
title = {Global Capacity Measures for Deep ReLU Networks via Path Sampling},
journal = {CoRR},
volume = {abs/1910.10245},
year = {2019},
url = {http://arxiv.org/abs/1910.10245},
eprinttype = {arXiv},
eprint = {1910.10245},
timestamp = {Fri, 25 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-10245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12840,
author = {Wojciech Kryscinski and
Bryan McCann and
Caiming Xiong and
Richard Socher},
title = {Evaluating the Factual Consistency of Abstractive Text Summarization},
journal = {CoRR},
volume = {abs/1910.12840},
year = {2019},
url = {http://arxiv.org/abs/1910.12840},
eprinttype = {arXiv},
eprint = {1910.12840},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13008,
author = {Michael Shum and
Stephan Zheng and
Wojciech Kryscinski and
Caiming Xiong and
Richard Socher},
title = {Sketch-Fill-A-R: {A} Persona-Grounded Chit-Chat Generation Framework},
journal = {CoRR},
volume = {abs/1910.13008},
year = {2019},
url = {http://arxiv.org/abs/1910.13008},
eprinttype = {arXiv},
eprint = {1910.13008},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-01417,
author = {Alexander Trott and
Stephan Zheng and
Caiming Xiong and
Richard Socher},
title = {Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing
Shaped Rewards},
journal = {CoRR},
volume = {abs/1911.01417},
year = {2019},
url = {http://arxiv.org/abs/1911.01417},
eprinttype = {arXiv},
eprint = {1911.01417},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-01417.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-03429,
author = {Jay DeYoung and
Sarthak Jain and
Nazneen Fatema Rajani and
Eric Lehman and
Caiming Xiong and
Richard Socher and
Byron C. Wallace},
title = {{ERASER:} {A} Benchmark to Evaluate Rationalized {NLP} Models},
journal = {CoRR},
volume = {abs/1911.03429},
year = {2019},
url = {http://arxiv.org/abs/1911.03429},
eprinttype = {arXiv},
eprint = {1911.03429},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-03429.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-03588,
author = {Linqing Liu and
Huan Wang and
Jimmy Lin and
Richard Socher and
Caiming Xiong},
title = {Attentive Student Meets Multi-Task Teacher: Improved Knowledge Distillation
for Pretrained Models},
journal = {CoRR},
volume = {abs/1911.03588},
year = {2019},
url = {http://arxiv.org/abs/1911.03588},
eprinttype = {arXiv},
eprint = {1911.03588},
timestamp = {Sun, 01 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-03588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-10470,
author = {Akari Asai and
Kazuma Hashimoto and
Hannaneh Hajishirzi and
Richard Socher and
Caiming Xiong},
title = {Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question
Answering},
journal = {CoRR},
volume = {abs/1911.10470},
year = {2019},
url = {http://arxiv.org/abs/1911.10470},
eprinttype = {arXiv},
eprint = {1911.10470},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-10470.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-05086,
author = {Hengduo Li and
Zuxuan Wu and
Chen Zhu and
Caiming Xiong and
Richard Socher and
Larry S. Davis},
title = {Learning from Noisy Anchors for One-stage Object Detection},
journal = {CoRR},
volume = {abs/1912.05086},
year = {2019},
url = {http://arxiv.org/abs/1912.05086},
eprinttype = {arXiv},
eprint = {1912.05086},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-05086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SocherZX18,
author = {Victor Zhong and
Caiming Xiong and
Richard Socher},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {Global-Locally Self-Attentive Encoder for Dialogue State Tracking},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {1458--1467},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1135/},
doi = {10.18653/V1/P18-1135},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SocherZX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SocherZXM18,
author = {Sewon Min and
Victor Zhong and
Richard Socher and
Caiming Xiong},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {Efficient and Robust Question Answering from Minimal Context over
Documents},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {1725--1735},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1160/},
doi = {10.18653/V1/P18-1160},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SocherZXM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhouZCSX18,
author = {Luowei Zhou and
Yingbo Zhou and
Jason J. Corso and
Richard Socher and
Caiming Xiong},
title = {End-to-End Dense Video Captioning With Masked Transformer},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {8739--8748},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Zhou\_End-to-End\_Dense\_Video\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00911},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZhouZCSX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KryscinskiPXS18,
author = {Wojciech Kryscinski and
Romain Paulus and
Caiming Xiong and
Richard Socher},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Improving Abstraction in Text Summarization},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {1808--1817},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1207},
doi = {10.18653/V1/D18-1207},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/KryscinskiPXS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LinSX18,
author = {Xi Victoria Lin and
Richard Socher and
Caiming Xiong},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Multi-Hop Knowledge Graph Reasoning with Reward Shaping},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {3243--3253},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1362},
doi = {10.18653/V1/D18-1362},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LinSX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhouXS18,
author = {Yingbo Zhou and
Caiming Xiong and
Richard Socher},
title = {Improving End-to-End Speech Recognition with Policy Learning},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {5819--5823},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462361},
doi = {10.1109/ICASSP.2018.8462361},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhouXS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Gu0XLS18,
author = {Jiatao Gu and
James Bradbury and
Caiming Xiong and
Victor O. K. Li and
Richard Socher},
title = {Non-Autoregressive Neural Machine Translation},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=B1l8BtlCb},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Gu0XLS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MerityKS18,
author = {Stephen Merity and
Nitish Shirish Keskar and
Richard Socher},
title = {Regularizing and Optimizing {LSTM} Language Models},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=SyyGPP0TZ},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MerityKS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PaulusXS18,
author = {Romain Paulus and
Caiming Xiong and
Richard Socher},
title = {A Deep Reinforced Model for Abstractive Summarization},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=HkAClQgA-},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PaulusXS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SchrimpfM0S18,
author = {Martin Schrimpf and
Stephen Merity and
James Bradbury and
Richard Socher},
title = {A Flexible Approach to Automated {RNN} Architecture Generation},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=BJDCPSJPM},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SchrimpfM0S18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShuXS18,
author = {Tianmin Shu and
Caiming Xiong and
Richard Socher},
title = {Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement
Learning},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=SJJQVZW0b},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShuXS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TrottXS18,
author = {Alexander Trott and
Caiming Xiong and
Richard Socher},
title = {Interpretable Counting for Visual Question Answering},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=S1J2ZyZ0Z},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TrottXS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XiongZS18,
author = {Caiming Xiong and
Victor Zhong and
Richard Socher},
title = {{DCN+:} Mixed Objective And Deep Residual Coattention for Question
Answering},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=H1meywxRW},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XiongZS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/Hosseini-AslZXS18,
author = {Ehsan Hosseini{-}Asl and
Yingbo Zhou and
Caiming Xiong and
Richard Socher},
editor = {B. Yegnanarayana},
title = {A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech
Domain Adaptation},
booktitle = {Interspeech 2018, 19th Annual Conference of the International Speech
Communication Association, Hyderabad, India, 2-6 September 2018},
pages = {3758--3762},
publisher = {{ISCA}},
year = {2018},
url = {https://doi.org/10.21437/Interspeech.2018-1535},
doi = {10.21437/INTERSPEECH.2018-1535},
timestamp = {Fri, 21 May 2021 08:16:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/Hosseini-AslZXS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-08240,
author = {Stephen Merity and
Nitish Shirish Keskar and
Richard Socher},
title = {An Analysis of Neural Language Modeling at Multiple Scales},
journal = {CoRR},
volume = {abs/1803.08240},
year = {2018},
url = {http://arxiv.org/abs/1803.08240},
eprinttype = {arXiv},
eprint = {1803.08240},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-08240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-00522,
author = {Ehsan Hosseini{-}Asl and
Yingbo Zhou and
Caiming Xiong and
Richard Socher},
title = {A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech
Domain Adaptation},
journal = {CoRR},
volume = {abs/1804.00522},
year = {2018},
url = {http://arxiv.org/abs/1804.00522},
eprinttype = {arXiv},
eprint = {1804.00522},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-00522.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-00819,
author = {Luowei Zhou and
Yingbo Zhou and
Jason J. Corso and
Richard Socher and
Caiming Xiong},
title = {End-to-End Dense Video Captioning with Masked Transformer},
journal = {CoRR},
volume = {abs/1804.00819},
year = {2018},
url = {http://arxiv.org/abs/1804.00819},
eprinttype = {arXiv},
eprint = {1804.00819},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-00819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08092,
author = {Sewon Min and
Victor Zhong and
Richard Socher and
Caiming Xiong},
title = {Efficient and Robust Question Answering from Minimal Context over
Documents},
journal = {CoRR},
volume = {abs/1805.08092},
year = {2018},
url = {http://arxiv.org/abs/1805.08092},
eprinttype = {arXiv},
eprint = {1805.08092},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08092.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09655,
author = {Victor Zhong and
Caiming Xiong and
Richard Socher},
title = {Global-Locally Self-Attentive Dialogue State Tracker},
journal = {CoRR},
volume = {abs/1805.09655},
year = {2018},
url = {http://arxiv.org/abs/1805.09655},
eprinttype = {arXiv},
eprint = {1805.09655},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-06977,
author = {Akhilesh Gotmare and
Nitish Shirish Keskar and
Caiming Xiong and
Richard Socher},
title = {Using Mode Connectivity for Loss Landscape Analysis},
journal = {CoRR},
volume = {abs/1806.06977},
year = {2018},
url = {http://arxiv.org/abs/1806.06977},
eprinttype = {arXiv},
eprint = {1806.06977},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-06977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-08730,
author = {Bryan McCann and
Nitish Shirish Keskar and
Caiming Xiong and
Richard Socher},
title = {The Natural Language Decathlon: Multitask Learning as Question Answering},
journal = {CoRR},
volume = {abs/1806.08730},
year = {2018},
url = {http://arxiv.org/abs/1806.08730},
eprinttype = {arXiv},
eprint = {1806.08730},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-08730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-00374,
author = {Ehsan Hosseini{-}Asl and
Yingbo Zhou and
Caiming Xiong and
Richard Socher},
title = {Augmented Cyclic Adversarial Learning for Domain Adaptation},
journal = {CoRR},
volume = {abs/1807.00374},
year = {2018},
url = {http://arxiv.org/abs/1807.00374},
eprinttype = {arXiv},
eprint = {1807.00374},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-00374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-07913,
author = {Wojciech Kryscinski and
Romain Paulus and
Caiming Xiong and
Richard Socher},
title = {Improving Abstraction in Text Summarization},
journal = {CoRR},
volume = {abs/1808.07913},
year = {2018},
url = {http://arxiv.org/abs/1808.07913},
eprinttype = {arXiv},
eprint = {1808.07913},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-07913.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-10568,
author = {Xi Victoria Lin and
Richard Socher and
Caiming Xiong},
title = {Multi-Hop Knowledge Graph Reasoning with Reward Shaping},
journal = {CoRR},
volume = {abs/1808.10568},
year = {2018},
url = {http://arxiv.org/abs/1808.10568},
eprinttype = {arXiv},
eprint = {1808.10568},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-10568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-07402,
author = {Huan Wang and
Nitish Shirish Keskar and
Caiming Xiong and
Richard Socher},
title = {Identifying Generalization Properties in Neural Networks},
journal = {CoRR},
volume = {abs/1809.07402},
year = {2018},
url = {http://arxiv.org/abs/1809.07402},
eprinttype = {arXiv},
eprint = {1809.07402},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-07402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-13243,
author = {Akhilesh Gotmare and
Nitish Shirish Keskar and
Caiming Xiong and
Richard Socher},
title = {A Closer Look at Deep Learning Heuristics: Learning rate restarts,
Warmup and Distillation},
journal = {CoRR},
volume = {abs/1810.13243},
year = {2018},
url = {http://arxiv.org/abs/1810.13243},
eprinttype = {arXiv},
eprint = {1810.13243},
timestamp = {Thu, 08 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-13243.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-12432,
author = {Zuxuan Wu and
Caiming Xiong and
Chih{-}Yao Ma and
Richard Socher and
Larry S. Davis},
title = {AdaFrame: Adaptive Frame Selection for Fast Video Recognition},
journal = {CoRR},
volume = {abs/1811.12432},
year = {2018},
url = {http://arxiv.org/abs/1811.12432},
eprinttype = {arXiv},
eprint = {1811.12432},
timestamp = {Mon, 03 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-12432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LuXPS17,
author = {Jiasen Lu and
Caiming Xiong and
Devi Parikh and
Richard Socher},
title = {Knowing When to Look: Adaptive Attention via a Visual Sentinel for
Image Captioning},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {3242--3250},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.345},
doi = {10.1109/CVPR.2017.345},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LuXPS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/BradburyS17,
author = {James Bradbury and
Richard Socher},
editor = {Kai{-}Wei Chang and
Ming{-}Wei Chang and
Vivek Srikumar and
Alexander M. Rush},
title = {Towards Neural Machine Translation with Latent Tree Attention},
booktitle = {Proceedings of the 2nd Workshop on Structured Prediction for Natural
Language Processing, SPNLP@EMNLP, Copenhagen, Denmark, September 2017},
pages = {12--16},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/w17-4303},
doi = {10.18653/V1/W17-4303},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/BradburyS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HashimotoXTS17,
author = {Kazuma Hashimoto and
Caiming Xiong and
Yoshimasa Tsuruoka and
Richard Socher},
editor = {Martha Palmer and
Rebecca Hwa and
Sebastian Riedel},
title = {A Joint Many-Task Model: Growing a Neural Network for Multiple {NLP}
Tasks},
booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2017, Copenhagen, Denmark, September
9-11, 2017},
pages = {1923--1933},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/d17-1206},
doi = {10.18653/V1/D17-1206},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HashimotoXTS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0002MXS17,
author = {James Bradbury and
Stephen Merity and
Caiming Xiong and
Richard Socher},
title = {Quasi-Recurrent Neural Networks},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=H1zJ-v5xl},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0002MXS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/InanKS17,
author = {Hakan Inan and
Khashayar Khosravi and
Richard Socher},
title = {Tying Word Vectors and Word Classifiers: {A} Loss Framework for Language
Modeling},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=r1aPbsFle},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/InanKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MerityX0S17,
author = {Stephen Merity and
Caiming Xiong and
James Bradbury and
Richard Socher},
title = {Pointer Sentinel Mixture Models},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=Byj72udxe},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MerityX0S17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XiongZS17,
author = {Caiming Xiong and
Victor Zhong and
Richard Socher},
title = {Dynamic Coattention Networks For Question Answering},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=rJeKjwvclx},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XiongZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/McCannBXS17,
author = {Bryan McCann and
James Bradbury and
Caiming Xiong and
Richard Socher},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Learned in Translation: Contextualized Word Vectors},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {6294--6305},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/20c86a628232a67e7bd46f76fba7ce12-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/McCannBXS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rep4nlp/JohansenS17,
author = {Alexander Rosenberg Johansen and
Richard Socher},
editor = {Phil Blunsom and
Antoine Bordes and
Kyunghyun Cho and
Shay B. Cohen and
Chris Dyer and
Edward Grefenstette and
Karl Moritz Hermann and
Laura Rimell and
Jason Weston and
Scott Yih},
title = {Learning when to skim and when to read},
booktitle = {Proceedings of the 2nd Workshop on Representation Learning for NLP,
Rep4NLP@ACL 2017, Vancouver, Canada, August 3, 2017},
pages = {257--264},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/w17-2631},
doi = {10.18653/V1/W17-2631},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rep4nlp/JohansenS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PaulusXS17,
author = {Romain Paulus and
Caiming Xiong and
Richard Socher},
title = {A Deep Reinforced Model for Abstractive Summarization},
journal = {CoRR},
volume = {abs/1705.04304},
year = {2017},
url = {http://arxiv.org/abs/1705.04304},
eprinttype = {arXiv},
eprint = {1705.04304},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PaulusXS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-00107,
author = {Bryan McCann and
James Bradbury and
Caiming Xiong and
Richard Socher},
title = {Learned in Translation: Contextualized Word Vectors},
journal = {CoRR},
volume = {abs/1708.00107},
year = {2017},
url = {http://arxiv.org/abs/1708.00107},
eprinttype = {arXiv},
eprint = {1708.00107},
timestamp = {Thu, 21 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-00107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-01009,
author = {Stephen Merity and
Bryan McCann and
Richard Socher},
title = {Revisiting Activation Regularization for Language RNNs},
journal = {CoRR},
volume = {abs/1708.01009},
year = {2017},
url = {http://arxiv.org/abs/1708.01009},
eprinttype = {arXiv},
eprint = {1708.01009},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-01009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-02182,
author = {Stephen Merity and
Nitish Shirish Keskar and
Richard Socher},
title = {Regularizing and Optimizing {LSTM} Language Models},
journal = {CoRR},
volume = {abs/1708.02182},
year = {2017},
url = {http://arxiv.org/abs/1708.02182},
eprinttype = {arXiv},
eprint = {1708.02182},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-02182.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-00103,
author = {Victor Zhong and
Caiming Xiong and
Richard Socher},
title = {Seq2SQL: Generating Structured Queries from Natural Language using
Reinforcement Learning},
journal = {CoRR},
volume = {abs/1709.00103},
year = {2017},
url = {http://arxiv.org/abs/1709.00103},
eprinttype = {arXiv},
eprint = {1709.00103},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-00103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01915,
author = {James Bradbury and
Richard Socher},
title = {Towards Neural Machine Translation with Latent Tree Attention},
journal = {CoRR},
volume = {abs/1709.01915},
year = {2017},
url = {http://arxiv.org/abs/1709.01915},
eprinttype = {arXiv},
eprint = {1709.01915},
timestamp = {Thu, 21 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01915.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-00106,
author = {Caiming Xiong and
Victor Zhong and
Richard Socher},
title = {{DCN+:} Mixed Objective and Deep Residual Coattention for Question
Answering},
journal = {CoRR},
volume = {abs/1711.00106},
year = {2017},
url = {http://arxiv.org/abs/1711.00106},
eprinttype = {arXiv},
eprint = {1711.00106},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-00106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-02132,
author = {Karim Ahmed and
Nitish Shirish Keskar and
Richard Socher},
title = {Weighted Transformer Network for Machine Translation},
journal = {CoRR},
volume = {abs/1711.02132},
year = {2017},
url = {http://arxiv.org/abs/1711.02132},
eprinttype = {arXiv},
eprint = {1711.02132},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-02132.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-02281,
author = {Jiatao Gu and
James Bradbury and
Caiming Xiong and
Victor O. K. Li and
Richard Socher},
title = {Non-Autoregressive Neural Machine Translation},
journal = {CoRR},
volume = {abs/1711.02281},
year = {2017},
url = {http://arxiv.org/abs/1711.02281},
eprinttype = {arXiv},
eprint = {1711.02281},
timestamp = {Thu, 21 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-02281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-05483,
author = {Alexander Rosenberg Johansen and
Richard Socher},
title = {Learning when to skim and when to read},
journal = {CoRR},
volume = {abs/1712.05483},
year = {2017},
url = {http://arxiv.org/abs/1712.05483},
eprinttype = {arXiv},
eprint = {1712.05483},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-05483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-07101,
author = {Yingbo Zhou and
Caiming Xiong and
Richard Socher},
title = {Improving End-to-End Speech Recognition with Policy Learning},
journal = {CoRR},
volume = {abs/1712.07101},
year = {2017},
url = {http://arxiv.org/abs/1712.07101},
eprinttype = {arXiv},
eprint = {1712.07101},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-07101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-07108,
author = {Yingbo Zhou and
Caiming Xiong and
Richard Socher},
title = {Improved Regularization Techniques for End-to-End Speech Recognition},
journal = {CoRR},
volume = {abs/1712.07108},
year = {2017},
url = {http://arxiv.org/abs/1712.07108},
eprinttype = {arXiv},
eprint = {1712.07108},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-07108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-07294,
author = {Tianmin Shu and
Caiming Xiong and
Richard Socher},
title = {Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1712.07294},
year = {2017},
url = {http://arxiv.org/abs/1712.07294},
eprinttype = {arXiv},
eprint = {1712.07294},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-07294.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-07296,
author = {Huishuai Zhang and
Caiming Xiong and
James Bradbury and
Richard Socher},
title = {Block-diagonal Hessian-free Optimization for Training Neural Networks},
journal = {CoRR},
volume = {abs/1712.07296},
year = {2017},
url = {http://arxiv.org/abs/1712.07296},
eprinttype = {arXiv},
eprint = {1712.07296},
timestamp = {Thu, 21 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-07296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-07316,
author = {Martin Schrimpf and
Stephen Merity and
James Bradbury and
Richard Socher},
title = {A Flexible Approach to Automated {RNN} Architecture Generation},
journal = {CoRR},
volume = {abs/1712.07316},
year = {2017},
url = {http://arxiv.org/abs/1712.07316},
eprinttype = {arXiv},
eprint = {1712.07316},
timestamp = {Thu, 21 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-07316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-07628,
author = {Nitish Shirish Keskar and
Richard Socher},
title = {Improving Generalization Performance by Switching from Adam to {SGD}},
journal = {CoRR},
volume = {abs/1712.07628},
year = {2017},
url = {http://arxiv.org/abs/1712.07628},
eprinttype = {arXiv},
eprint = {1712.07628},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-07628.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-08697,
author = {Alexander Trott and
Caiming Xiong and
Richard Socher},
title = {Interpretable Counting for Visual Question Answering},
journal = {CoRR},
volume = {abs/1712.08697},
year = {2017},
url = {http://arxiv.org/abs/1712.08697},
eprinttype = {arXiv},
eprint = {1712.08697},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-08697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KumarIOIBGZPS16,
author = {Ankit Kumar and
Ozan Irsoy and
Peter Ondruska and
Mohit Iyyer and
James Bradbury and
Ishaan Gulrajani and
Victor Zhong and
Romain Paulus and
Richard Socher},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Ask Me Anything: Dynamic Memory Networks for Natural Language Processing},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {1378--1387},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/kumar16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/KumarIOIBGZPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XiongMS16,
author = {Caiming Xiong and
Stephen Merity and
Richard Socher},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Dynamic Memory Networks for Visual and Textual Question Answering},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {2397--2406},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/xiong16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XiongMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wassa/Socher16,
author = {Richard Socher},
editor = {Alexandra Balahur and
Erik Van der Goot and
Piek Vossen and
Andr{\'{e}}s Montoyo},
title = {Deep Learning for Sentiment Analysis - Invited Talk},
booktitle = {Proceedings of the 7th Workshop on Computational Approaches to Subjectivity,
Sentiment and Social Media Analysis, WASSA@NAACL-HLT 2016, June 16,
2016, San Diego, California, {USA}},
pages = {36},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/w16-0408},
doi = {10.18653/V1/W16-0408},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wassa/Socher16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wmt/BradburyS16,
author = {James Bradbury and
Richard Socher},
title = {MetaMind Neural Machine Translation System for {WMT} 2016},
booktitle = {Proceedings of the First Conference on Machine Translation, {WMT}
2016, colocated with {ACL} 2016, August 11-12, Berlin, Germany},
pages = {264--267},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/w16-2308},
doi = {10.18653/V1/W16-2308},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wmt/BradburyS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XiongMS16,
author = {Caiming Xiong and
Stephen Merity and
Richard Socher},
title = {Dynamic Memory Networks for Visual and Textual Question Answering},
journal = {CoRR},
volume = {abs/1603.01417},
year = {2016},
url = {http://arxiv.org/abs/1603.01417},
eprinttype = {arXiv},
eprint = {1603.01417},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XiongMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MerityXBS16,
author = {Stephen Merity and
Caiming Xiong and
James Bradbury and
Richard Socher},
title = {Pointer Sentinel Mixture Models},
journal = {CoRR},
volume = {abs/1609.07843},
year = {2016},
url = {http://arxiv.org/abs/1609.07843},
eprinttype = {arXiv},
eprint = {1609.07843},
timestamp = {Thu, 21 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MerityXBS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/InanKS16,
author = {Hakan Inan and
Khashayar Khosravi and
Richard Socher},
title = {Tying Word Vectors and Word Classifiers: {A} Loss Framework for Language
Modeling},
journal = {CoRR},
volume = {abs/1611.01462},
year = {2016},
url = {http://arxiv.org/abs/1611.01462},
eprinttype = {arXiv},
eprint = {1611.01462},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/InanKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BradburyMXS16,
author = {James Bradbury and
Stephen Merity and
Caiming Xiong and
Richard Socher},
title = {Quasi-Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1611.01576},
year = {2016},
url = {http://arxiv.org/abs/1611.01576},
eprinttype = {arXiv},
eprint = {1611.01576},
timestamp = {Thu, 21 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BradburyMXS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HashimotoXTS16,
author = {Kazuma Hashimoto and
Caiming Xiong and
Yoshimasa Tsuruoka and
Richard Socher},
title = {A Joint Many-Task Model: Growing a Neural Network for Multiple {NLP}
Tasks},
journal = {CoRR},
volume = {abs/1611.01587},
year = {2016},
url = {http://arxiv.org/abs/1611.01587},
eprinttype = {arXiv},
eprint = {1611.01587},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HashimotoXTS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XiongZS16,
author = {Caiming Xiong and
Victor Zhong and
Richard Socher},
title = {Dynamic Coattention Networks For Question Answering},
journal = {CoRR},
volume = {abs/1611.01604},
year = {2016},
url = {http://arxiv.org/abs/1611.01604},
eprinttype = {arXiv},
eprint = {1611.01604},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XiongZS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LongprePXS16,
author = {Shayne Longpre and
Sabeek Pradhan and
Caiming Xiong and
Richard Socher},
title = {A Way out of the Odyssey: Analyzing and Combining Recent Insights
for LSTMs},
journal = {CoRR},
volume = {abs/1611.05104},
year = {2016},
url = {http://arxiv.org/abs/1611.05104},
eprinttype = {arXiv},
eprint = {1611.05104},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LongprePXS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuXPS16,
author = {Jiasen Lu and
Caiming Xiong and
Devi Parikh and
Richard Socher},
title = {Knowing When to Look: Adaptive Attention via {A} Visual Sentinel for
Image Captioning},
journal = {CoRR},
volume = {abs/1612.01887},
year = {2016},
url = {http://arxiv.org/abs/1612.01887},
eprinttype = {arXiv},
eprint = {1612.01887},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LuXPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TaiSM15,
author = {Kai Sheng Tai and
Richard Socher and
Christopher D. Manning},
title = {Improved Semantic Representations From Tree-Structured Long Short-Term
Memory Networks},
booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational
Linguistics and the 7th International Joint Conference on Natural
Language Processing of the Asian Federation of Natural Language Processing,
{ACL} 2015, July 26-31, 2015, Beijing, China, Volume 1: Long Papers},
pages = {1556--1566},
publisher = {The Association for Computer Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/p15-1150},
doi = {10.3115/V1/P15-1150},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/TaiSM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TaiSM15,
author = {Kai Sheng Tai and
Richard Socher and
Christopher D. Manning},
title = {Improved Semantic Representations From Tree-Structured Long Short-Term
Memory Networks},
journal = {CoRR},
volume = {abs/1503.00075},
year = {2015},
url = {http://arxiv.org/abs/1503.00075},
eprinttype = {arXiv},
eprint = {1503.00075},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TaiSM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KumarISBEPOGS15,
author = {Ankit Kumar and
Ozan Irsoy and
Jonathan Su and
James Bradbury and
Robert English and
Brian Pierce and
Peter Ondruska and
Ishaan Gulrajani and
Richard Socher},
title = {Ask Me Anything: Dynamic Memory Networks for Natural Language Processing},
journal = {CoRR},
volume = {abs/1506.07285},
year = {2015},
url = {http://arxiv.org/abs/1506.07285},
eprinttype = {arXiv},
eprint = {1506.07285},
timestamp = {Thu, 21 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/KumarISBEPOGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Socher14,
author = {Richard Socher},
title = {Recursive deep learning for natural language processing and computer
vision},
school = {Stanford University, {USA}},
year = {2014},
url = {https://searchworks.stanford.edu/view/10608081},
timestamp = {Fri, 02 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Socher14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/SocherKLMN14,
author = {Richard Socher and
Andrej Karpathy and
Quoc V. Le and
Christopher D. Manning and
Andrew Y. Ng},
title = {Grounded Compositional Semantics for Finding and Describing Images
with Sentences},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {2},
pages = {207--218},
year = {2014},
url = {https://doi.org/10.1162/tacl\_a\_00177},
doi = {10.1162/TACL\_A\_00177},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/SocherKLMN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/IyyerBCSD14,
author = {Mohit Iyyer and
Jordan L. Boyd{-}Graber and
Leonardo Max Batista Claudino and
Richard Socher and
Hal Daum{\'{e}} III},
editor = {Alessandro Moschitti and
Bo Pang and
Walter Daelemans},
title = {A Neural Network for Factoid Question Answering over Paragraphs},
booktitle = {Proceedings of the 2014 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2014, October 25-29, 2014, Doha, Qatar,
{A} meeting of SIGDAT, a Special Interest Group of the {ACL}},
pages = {633--644},
publisher = {{ACL}},
year = {2014},
url = {https://doi.org/10.3115/v1/d14-1070},
doi = {10.3115/V1/D14-1070},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/IyyerBCSD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PenningtonSM14,
author = {Jeffrey Pennington and
Richard Socher and
Christopher D. Manning},
editor = {Alessandro Moschitti and
Bo Pang and
Walter Daelemans},
title = {Glove: Global Vectors for Word Representation},
booktitle = {Proceedings of the 2014 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2014, October 25-29, 2014, Doha, Qatar,
{A} meeting of SIGDAT, a Special Interest Group of the {ACL}},
pages = {1532--1543},
publisher = {{ACL}},
year = {2014},
url = {https://doi.org/10.3115/v1/d14-1162},
doi = {10.3115/V1/D14-1162},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/PenningtonSM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lats/KulkarniSBK14,
author = {Chinmay Eishan Kulkarni and
Richard Socher and
Michael S. Bernstein and
Scott R. Klemmer},
editor = {Mehran Sahami and
Armando Fox and
Marti A. Hearst and
Michelene T. H. Chi},
title = {Scaling short-answer grading by combining peer assessment with algorithmic
scoring},
booktitle = {First {(2014)} {ACM} Conference on Learning @ Scale, L@S 2014, Atlanta,
GA, USA, March 4-5, 2014},
pages = {99--108},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2556325.2566238},
doi = {10.1145/2556325.2566238},
timestamp = {Sat, 24 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lats/KulkarniSBK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PaulusSM14,
author = {Romain Paulus and
Richard Socher and
Christopher D. Manning},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Global Belief Recursive Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2888--2896},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/1415db70fe9ddb119e23e9b2808cde38-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PaulusSM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SocherBMN13,
author = {Richard Socher and
John Bauer and
Christopher D. Manning and
Andrew Y. Ng},
title = {Parsing with Compositional Vector Grammars},
booktitle = {Proceedings of the 51st Annual Meeting of the Association for Computational
Linguistics, {ACL} 2013, 4-9 August 2013, Sofia, Bulgaria, Volume
1: Long Papers},
pages = {455--465},
publisher = {The Association for Computer Linguistics},
year = {2013},
url = {https://aclanthology.org/P13-1045/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SocherBMN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/LuongSM13,
author = {Thang Luong and
Richard Socher and
Christopher D. Manning},
editor = {Julia Hockenmaier and
Sebastian Riedel},
title = {Better Word Representations with Recursive Neural Networks for Morphology},
booktitle = {Proceedings of the Seventeenth Conference on Computational Natural
Language Learning, CoNLL 2013, Sofia, Bulgaria, August 8-9, 2013},
pages = {104--113},
publisher = {{ACL}},
year = {2013},
url = {https://aclanthology.org/W13-3512/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/LuongSM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZouSCM13,
author = {Will Y. Zou and
Richard Socher and
Daniel M. Cer and
Christopher D. Manning},
title = {Bilingual Word Embeddings for Phrase-Based Machine Translation},
booktitle = {Proceedings of the 2013 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2013, 18-21 October 2013, Grand Hyatt
Seattle, Seattle, Washington, USA, {A} meeting of SIGDAT, a Special
Interest Group of the {ACL}},
pages = {1393--1398},
publisher = {{ACL}},
year = {2013},
url = {https://aclanthology.org/D13-1141/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZouSCM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SocherPWCMNP13,
author = {Richard Socher and
Alex Perelygin and
Jean Wu and
Jason Chuang and
Christopher D. Manning and
Andrew Y. Ng and
Christopher Potts},
title = {Recursive Deep Models for Semantic Compositionality Over a Sentiment
Treebank},
booktitle = {Proceedings of the 2013 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2013, 18-21 October 2013, Grand Hyatt
Seattle, Seattle, Washington, USA, {A} meeting of SIGDAT, a Special
Interest Group of the {ACL}},
pages = {1631--1642},
publisher = {{ACL}},
year = {2013},
url = {https://aclanthology.org/D13-1170/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SocherPWCMNP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/SocherM13,
author = {Richard Socher and
Christopher D. Manning},
editor = {Lucy Vanderwende and
Hal Daum{\'{e}} III and
Katrin Kirchhoff},
title = {Deep Learning for {NLP} (without Magic)},
booktitle = {Human Language Technologies: Conference of the North American Chapter
of the Association of Computational Linguistics, Proceedings, June
9-14, 2013, Westin Peachtree Plaza Hotel, Atlanta, Georgia, {USA}},
pages = {1--3},
publisher = {The Association for Computational Linguistics},
year = {2013},
url = {https://aclanthology.org/N13-4001/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/SocherM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SocherCMN13,
author = {Richard Socher and
Danqi Chen and
Christopher D. Manning and
Andrew Y. Ng},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Reasoning With Neural Tensor Networks for Knowledge Base Completion},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {926--934},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/b337e84de8752b27eda3a12363109e80-Abstract.html},
timestamp = {Thu, 14 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SocherCMN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SocherGMN13,
author = {Richard Socher and
Milind Ganjoo and
Christopher D. Manning and
Andrew Y. Ng},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Zero-Shot Learning Through Cross-Modal Transfer},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {935--943},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/2d6cc4b2d139a53512fb8cbb3086ae2e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SocherGMN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1301-3618,
author = {Danqi Chen and
Richard Socher and
Christopher D. Manning and
Andrew Y. Ng},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Learning New Facts From Knowledge Bases With Neural Tensor Networks
and Semantic Word Vectors},
booktitle = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings},
year = {2013},
url = {http://arxiv.org/abs/1301.3618},
timestamp = {Thu, 14 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3618.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1301-3666,
author = {Richard Socher and
Milind Ganjoo and
Hamsa Sridhar and
Osbert Bastani and
Christopher D. Manning and
Andrew Y. Ng},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Zero-Shot Learning Through Cross-Modal Transfer},
booktitle = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings},
year = {2013},
url = {http://arxiv.org/abs/1301.3666},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acl/2013cvsm,
editor = {Alexandre Allauzen and
Hugo Larochelle and
Christopher D. Manning and
Richard Socher},
title = {Proceedings of the Workshop on Continuous Vector Space Models and
their Compositionality, CVSM@ACL 2013, Sofia, Bulgaria, August 9,
2013},
publisher = {Association for Computational Linguistics},
year = {2013},
url = {https://aclanthology.org/volumes/W13-32/},
isbn = {978-1-937284-67-1},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/2013cvsm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SocherBM12,
author = {Richard Socher and
Yoshua Bengio and
Christopher D. Manning},
title = {Deep Learning for {NLP} (without Magic)},
booktitle = {The 50th Annual Meeting of the Association for Computational Linguistics,
Tutorial Abstracts, July 8, 2012, Jeju Island, Korea},
pages = {5},
publisher = {The Association for Computer Linguistics},
year = {2012},
url = {https://aclanthology.org/P12-4005/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SocherBM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuangSMN12,
author = {Eric H. Huang and
Richard Socher and
Christopher D. Manning and
Andrew Y. Ng},
title = {Improving Word Representations via Global Context and Multiple Word
Prototypes},
booktitle = {The 50th Annual Meeting of the Association for Computational Linguistics,
Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea
- Volume 1: Long Papers},
pages = {873--882},
publisher = {The Association for Computer Linguistics},
year = {2012},
url = {https://aclanthology.org/P12-1092/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HuangSMN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SocherHMN12,
author = {Richard Socher and
Brody Huval and
Christopher D. Manning and
Andrew Y. Ng},
editor = {Jun'ichi Tsujii and
James Henderson and
Marius Pasca},
title = {Semantic Compositionality through Recursive Matrix-Vector Spaces},
booktitle = {Proceedings of the 2012 Joint Conference on Empirical Methods in Natural
Language Processing and Computational Natural Language Learning, EMNLP-CoNLL
2012, July 12-14, 2012, Jeju Island, Korea},
pages = {1201--1211},
publisher = {{ACL}},
year = {2012},
url = {https://aclanthology.org/D12-1110/},
timestamp = {Thu, 14 Apr 2022 16:28:48 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SocherHMN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SocherHBMN12,
author = {Richard Socher and
Brody Huval and
Bharath Putta Bath and
Christopher D. Manning and
Andrew Y. Ng},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Convolutional-Recursive Deep Learning for 3D Object Classification},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {665--673},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/3eae62bba9ddf64f69d49dc48e2dd214-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SocherHBMN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SocherPHNM11,
author = {Richard Socher and
Jeffrey Pennington and
Eric H. Huang and
Andrew Y. Ng and
Christopher D. Manning},
title = {Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions},
booktitle = {Proceedings of the 2011 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2011, 27-31 July 2011, John McIntyre
Conference Centre, Edinburgh, UK, {A} meeting of SIGDAT, a Special
Interest Group of the {ACL}},
pages = {151--161},
publisher = {{ACL}},
year = {2011},
url = {https://aclanthology.org/D11-1014/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SocherPHNM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SocherLNM11,
author = {Richard Socher and
Cliff Chiung{-}Yu Lin and
Andrew Y. Ng and
Christopher D. Manning},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Parsing Natural Scenes and Natural Language with Recursive Neural
Networks},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {129--136},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/125\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SocherLNM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SocherHPNM11,
author = {Richard Socher and
Eric H. Huang and
Jeffrey Pennington and
Andrew Y. Ng and
Christopher D. Manning},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase
Detection},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {801--809},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/3335881e06d4d23091389226225e17c7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SocherHPNM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SocherMM11,
author = {Richard Socher and
Andrew L. Maas and
Christopher D. Manning},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Spectral Chinese Restaurant Processes: Nonparametric Clustering Based
on Similarities},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {698--706},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/socher11a/socher11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SocherMM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Socher010,
author = {Richard Socher and
Li Fei{-}Fei},
title = {Connecting modalities: Semi-supervised segmentation and annotation
of images using unaligned text corpora},
booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
pages = {966--973},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPR.2010.5540112},
doi = {10.1109/CVPR.2010.5540112},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/Socher010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DengDSLL009,
author = {Jia Deng and
Wei Dong and
Richard Socher and
Li{-}Jia Li and
Kai Li and
Li Fei{-}Fei},
title = {ImageNet: {A} large-scale hierarchical image database},
booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}},
pages = {248--255},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPR.2009.5206848},
doi = {10.1109/CVPR.2009.5206848},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/DengDSLL009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiS009,
author = {Li{-}Jia Li and
Richard Socher and
Li Fei{-}Fei},
title = {Towards total scene understanding: Classification, annotation and
segmentation in an automatic framework},
booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}},
pages = {2036--2043},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPR.2009.5206718},
doi = {10.1109/CVPR.2009.5206718},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LiS009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SocherGPSBN09,
author = {Richard Socher and
Samuel Gershman and
Adler J. Perotte and
Per B. Sederberg and
David M. Blei and
Kenneth A. Norman},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {A Bayesian Analysis of Dynamics in Free Recall},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {1714--1722},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/efe937780e95574250dabe07151bdc23-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SocherGPSBN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/SocherBC08,
author = {Richard Socher and
Adrian Barbu and
Dorin Comaniciu},
title = {A learning based hierarchical model for vessel segmentation},
booktitle = {Proceedings of the 2008 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Paris, France, May 14-17, 2008},
pages = {1055--1058},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ISBI.2008.4541181},
doi = {10.1109/ISBI.2008.4541181},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/SocherBC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nodalida/SocherBO07,
author = {Richard Socher and
Chris Biemann and
Rainer Osswald},
editor = {Joakim Nivre and
Heiki{-}Jaan Kaalep and
Kadri Muischnek and
Mare Koit},
title = {Combining Contexts in Lexicon Learning for Semantic Parsing},
booktitle = {Proceedings of the 16th Nordic Conference of Computational Linguistics,
{NODALIDA} 2007, Tartu, Estonia, May 2007},
pages = {175--182},
publisher = {University of Tartu, Estonia},
year = {2007},
url = {https://aclanthology.org/W07-2425/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nodalida/SocherBO07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-04-21 18:02 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
