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ORCIDBibTeX records: Sameer Singh 0001
@article{DBLP:journals/corr/abs-2402-03244,
author = {Kolby Nottingham and
Bodhisattwa Prasad Majumder and
Bhavana Dalvi Mishra and
Sameer Singh and
Peter Clark and
Roy Fox},
title = {Skill Set Optimization: Reinforcing Language Model Behavior via Transferable
Skills},
journal = {CoRR},
volume = {abs/2402.03244},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03244},
doi = {10.48550/ARXIV.2402.03244},
eprinttype = {arXiv},
eprint = {2402.03244},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03244.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/KochkinaHLAPZSH23,
author = {Elena Kochkina and
Tamanna Hossain and
Robert L. Logan IV and
Miguel Arana{-}Catania and
Rob Procter and
Arkaitz Zubiaga and
Sameer Singh and
Yulan He and
Maria Liakata},
title = {Evaluating the generalisability of neural rumour verification models},
journal = {Inf. Process. Manag.},
volume = {60},
number = {1},
pages = {103116},
year = {2023},
url = {https://doi.org/10.1016/j.ipm.2022.103116},
doi = {10.1016/J.IPM.2022.103116},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipm/KochkinaHLAPZSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SlackKLS23,
author = {Dylan Slack and
Satyapriya Krishna and
Himabindu Lakkaraju and
Sameer Singh},
title = {Explaining machine learning models with interactive natural language
conversations using TalkToModel},
journal = {Nat. Mac. Intell.},
volume = {5},
number = {8},
pages = {873--883},
year = {2023},
url = {https://doi.org/10.1038/s42256-023-00692-8},
doi = {10.1038/S42256-023-00692-8},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SlackKLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Xie0MM23,
author = {Zhouhang Xie and
Sameer Singh and
Julian J. McAuley and
Bodhisattwa Prasad Majumder},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Factual and Informative Review Generation for Explainable Recommendation},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {13816--13824},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i11.26618},
doi = {10.1609/AAAI.V37I11.26618},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Xie0MM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GeletaXLW00M23,
author = {Margarita Geleta and
Jiacen Xu and
Manikanta Loya and
Junlin Wang and
Sameer Singh and
Zhou Li and
Sergio Gago Masagu{\'{e}}},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Maestro: {A} Gamified Platform for Teaching {AI} Robustness},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {15816--15824},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i13.26878},
doi = {10.1609/AAAI.V37I13.26878},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/GeletaXLW00M23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HossainD023,
author = {Tamanna Hossain and
Sunipa Dev and
Sameer Singh},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {{MISGENDERED:} Limits of Large Language Models in Understanding Pronouns},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {5352--5367},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.293},
doi = {10.18653/V1/2023.ACL-LONG.293},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HossainD023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DuaS0V23,
author = {Dheeru Dua and
Emma Strubell and
Sameer Singh and
Pat Verga},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation
in Open-Domain Question Answering},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {14429--14446},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.807},
doi = {10.18653/V1/2023.ACL-LONG.807},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/DuaS0V23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Gupta0023,
author = {Shivanshu Gupta and
Matt Gardner and
Sameer Singh},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Coverage-based Example Selection for In-Context Learning},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {13924--13950},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.930},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.930},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/Gupta0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NottinghamAS0H023,
author = {Kolby Nottingham and
Prithviraj Ammanabrolu and
Alane Suhr and
Yejin Choi and
Hannaneh Hajishirzi and
Sameer Singh and
Roy Fox},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making
using Language Guided World Modelling},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {26311--26325},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/nottingham23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/NottinghamAS0H023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KrishnaMSG0L23,
author = {Satyapriya Krishna and
Jiaqi Ma and
Dylan Slack and
Asma Ghandeharioun and
Sameer Singh and
Himabindu Lakkaraju},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Post Hoc Explanations of Language Models Can Improve Language Models},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/ce65173b994cf7c925c71b482ee14a8d-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KrishnaMSG0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcse/GeletaXLW00M23,
author = {Margarita Geleta and
Jiacen Xu and
Manikanta Loya and
Junlin Wang and
Sameer Singh and
Zhou Li and
Sergio Gago Masagu{\'{e}}},
editor = {Maureen Doyle and
Ben Stephenson and
Brian Dorn and
Leen{-}Kiat Soh and
Lina Battestilli},
title = {Design Factors of Maestro: {A} Serious Game for Robust {AI} Education},
booktitle = {Proceedings of the 54th {ACM} Technical Symposium on Computer Science
Education, Volume 2, {SIGCSE} 2023, Toronto, ON, Canada, March 15-18,
2023},
pages = {1318},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3545947.3576265},
doi = {10.1145/3545947.3576265},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigcse/GeletaXLW00M23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12050,
author = {Kolby Nottingham and
Prithviraj Ammanabrolu and
Alane Suhr and
Yejin Choi and
Hannaneh Hajishirzi and
Sameer Singh and
Roy Fox},
title = {Do Embodied Agents Dream of Pixelated Sheep?: Embodied Decision Making
using Language Guided World Modelling},
journal = {CoRR},
volume = {abs/2301.12050},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12050},
doi = {10.48550/ARXIV.2301.12050},
eprinttype = {arXiv},
eprint = {2301.12050},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-09014,
author = {Bhargavi Paranjape and
Scott M. Lundberg and
Sameer Singh and
Hannaneh Hajishirzi and
Luke Zettlemoyer and
Marco T{\'{u}}lio Ribeiro},
title = {{ART:} Automatic multi-step reasoning and tool-use for large language
models},
journal = {CoRR},
volume = {abs/2303.09014},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.09014},
doi = {10.48550/ARXIV.2303.09014},
eprinttype = {arXiv},
eprint = {2303.09014},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-09014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-13188,
author = {Dylan Slack and
Sameer Singh},
title = {{TABLET:} Learning From Instructions For Tabular Data},
journal = {CoRR},
volume = {abs/2304.13188},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.13188},
doi = {10.48550/ARXIV.2304.13188},
eprinttype = {arXiv},
eprint = {2304.13188},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-13188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-11426,
author = {Satyapriya Krishna and
Jiaqi Ma and
Dylan Slack and
Asma Ghandeharioun and
Sameer Singh and
Himabindu Lakkaraju},
title = {Post Hoc Explanations of Language Models Can Improve Language Models},
journal = {CoRR},
volume = {abs/2305.11426},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.11426},
doi = {10.48550/ARXIV.2305.11426},
eprinttype = {arXiv},
eprint = {2305.11426},
timestamp = {Thu, 25 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-11426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14907,
author = {Shivanshu Gupta and
Matt Gardner and
Sameer Singh},
title = {Coverage-based Example Selection for In-Context Learning},
journal = {CoRR},
volume = {abs/2305.14907},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14907},
doi = {10.48550/ARXIV.2305.14907},
eprinttype = {arXiv},
eprint = {2305.14907},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14907.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14908,
author = {Anthony Chen and
Panupong Pasupat and
Sameer Singh and
Hongrae Lee and
Kelvin Guu},
title = {{PURR:} Efficiently Editing Language Model Hallucinations by Denoising
Language Model Corruptions},
journal = {CoRR},
volume = {abs/2305.14908},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14908},
doi = {10.48550/ARXIV.2305.14908},
eprinttype = {arXiv},
eprint = {2305.14908},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14908.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03950,
author = {Tamanna Hossain and
Sunipa Dev and
Sameer Singh},
title = {{MISGENDERED:} Limits of Large Language Models in Understanding Pronouns},
journal = {CoRR},
volume = {abs/2306.03950},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03950},
doi = {10.48550/ARXIV.2306.03950},
eprinttype = {arXiv},
eprint = {2306.03950},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08238,
author = {Margarita Geleta and
Jiacen Xu and
Manikanta Loya and
Junlin Wang and
Sameer Singh and
Zhou Li and
Sergio Gago Masagu{\'{e}}},
title = {Maestro: {A} Gamified Platform for Teaching {AI} Robustness},
journal = {CoRR},
volume = {abs/2306.08238},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08238},
doi = {10.48550/ARXIV.2306.08238},
eprinttype = {arXiv},
eprint = {2306.08238},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11922,
author = {Kolby Nottingham and
Yasaman Razeghi and
Kyungmin Kim and
JB Lanier and
Pierre Baldi and
Roy Fox and
Sameer Singh},
title = {Selective Perception: Optimizing State Descriptions with Reinforcement
Learning for Language Model Actors},
journal = {CoRR},
volume = {abs/2307.11922},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.11922},
doi = {10.48550/ARXIV.2307.11922},
eprinttype = {arXiv},
eprint = {2307.11922},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-11922.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-00755,
author = {Preethi Seshadri and
Sameer Singh and
Yanai Elazar},
title = {The Bias Amplification Paradox in Text-to-Image Generation},
journal = {CoRR},
volume = {abs/2308.00755},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.00755},
doi = {10.48550/ARXIV.2308.00755},
eprinttype = {arXiv},
eprint = {2308.00755},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-00755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-10687,
author = {Raja Sekhar Reddy Mekala and
Yasaman Razeghi and
Sameer Singh},
title = {EchoPrompt: Instructing the Model to Rephrase Queries for Improved
In-context Learning},
journal = {CoRR},
volume = {abs/2309.10687},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.10687},
doi = {10.48550/ARXIV.2309.10687},
eprinttype = {arXiv},
eprint = {2309.10687},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-10687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-20707,
author = {Yanai Elazar and
Akshita Bhagia and
Ian Magnusson and
Abhilasha Ravichander and
Dustin Schwenk and
Alane Suhr and
Pete Walsh and
Dirk Groeneveld and
Luca Soldaini and
Sameer Singh and
Hanna Hajishirzi and
Noah A. Smith and
Jesse Dodge},
title = {What's In My Big Data?},
journal = {CoRR},
volume = {abs/2310.20707},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.20707},
doi = {10.48550/ARXIV.2310.20707},
eprinttype = {arXiv},
eprint = {2310.20707},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-20707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09605,
author = {Yanai Elazar and
Bhargavi Paranjape and
Hao Peng and
Sarah Wiegreffe and
Khyathi Chandu Raghavi and
Vivek Srikumar and
Sameer Singh and
Noah A. Smith},
title = {Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals},
journal = {CoRR},
volume = {abs/2311.09605},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09605},
doi = {10.48550/ARXIV.2311.09605},
eprinttype = {arXiv},
eprint = {2311.09605},
timestamp = {Wed, 21 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09605.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AhmedLTGCKSB022,
author = {Kareem Ahmed and
Tao Li and
Thy Ton and
Quan Guo and
Kai{-}Wei Chang and
Parisa Kordjamshidi and
Vivek Srikumar and
Guy Van den Broeck and
Sameer Singh},
title = {{PYLON:} {A} PyTorch Framework for Learning with Constraints},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {13152--13154},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i11.21711},
doi = {10.1609/AAAI.V36I11.21711},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AhmedLTGCKSB022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/BeltagyCLMC22,
author = {Iz Beltagy and
Arman Cohan and
Robert L. Logan IV and
Sewon Min and
Sameer Singh},
editor = {Luciana Benotti and
Naoaki Okazaki and
Yves Scherrer and
Marcos Zampieri},
title = {Zero- and Few-Shot {NLP} with Pretrained Language Models},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2022 - Tutorial Abstracts, Dublin, Ireland, May
22-27, 2022},
pages = {32--37},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-tutorials.6},
doi = {10.18653/V1/2022.ACL-TUTORIALS.6},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/BeltagyCLMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/PezeshkpourJ0W22,
author = {Pouya Pezeshkpour and
Sarthak Jain and
Sameer Singh and
Byron C. Wallace},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Combining Feature and Instance Attribution to Detect Artifacts},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022,
Dublin, Ireland, May 22-27, 2022},
pages = {1934--1946},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-acl.153},
doi = {10.18653/V1/2022.FINDINGS-ACL.153},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/PezeshkpourJ0W22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LoganBWP0022,
author = {Robert L. Logan IV and
Ivana Balazevic and
Eric Wallace and
Fabio Petroni and
Sameer Singh and
Sebastian Riedel},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with
Language Models},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022,
Dublin, Ireland, May 22-27, 2022},
pages = {2824--2835},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-acl.222},
doi = {10.18653/V1/2022.FINDINGS-ACL.222},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LoganBWP0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SubramanianMD0022,
author = {Sanjay Subramanian and
William Merrill and
Trevor Darrell and
Matt Gardner and
Sameer Singh and
Anna Rohrbach},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {ReCLIP: {A} Strong Zero-Shot Baseline for Referring Expression Comprehension},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {5198--5215},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.357},
doi = {10.18653/V1/2022.ACL-LONG.357},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SubramanianMD0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/RazeghiMLGS22,
author = {Yasaman Razeghi and
Raja Sekhar Reddy Mekala and
Robert L. Logan IV and
Matt Gardner and
Sameer Singh},
editor = {Wanxiang Che and
Ekaterina Shutova},
title = {Snoopy: An Online Interface for Exploring the Effect of Pretraining
Term Frequencies on Few-Shot {LM} Performance},
booktitle = {Proceedings of the The 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022 - System Demonstrations, Abu Dhabi,
UAE, December 7-11, 2022},
pages = {389--395},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-demos.39},
doi = {10.18653/V1/2022.EMNLP-DEMOS.39},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/RazeghiMLGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/RazeghiL0022,
author = {Yasaman Razeghi and
Robert L. Logan IV and
Matt Gardner and
Sameer Singh},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Impact of Pretraining Term Frequencies on Few-Shot Numerical Reasoning},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {840--854},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.59},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.59},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/RazeghiL0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DuaG0G22,
author = {Dheeru Dua and
Shivanshu Gupta and
Sameer Singh and
Matt Gardner},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Successive Prompting for Decomposing Complex Questions},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {1251--1265},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.81},
doi = {10.18653/V1/2022.EMNLP-MAIN.81},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/DuaG0G22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WuLWBG0B22,
author = {Zhaofeng Wu and
Robert L. Logan IV and
Pete Walsh and
Akshita Bhagia and
Dirk Groeneveld and
Sameer Singh and
Iz Beltagy},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Continued Pretraining for Better Zero- and Few-Shot Promptability},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {4517--4531},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.300},
doi = {10.18653/V1/2022.EMNLP-MAIN.300},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WuLWBG0B22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Gupta0G22,
author = {Shivanshu Gupta and
Sameer Singh and
Matt Gardner},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive
Evaluation},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {4966--4979},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.365},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.365},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/Gupta0G22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/KhashabiLMQ0WHK22,
author = {Daniel Khashabi and
Xinxi Lyu and
Sewon Min and
Lianhui Qin and
Kyle Richardson and
Sean Welleck and
Hannaneh Hajishirzi and
Tushar Khot and
Ashish Sabharwal and
Sameer Singh and
Yejin Choi},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Prompt Waywardness: The Curious Case of Discretized Interpretation
of Continuous Prompts},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {3631--3643},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.266},
doi = {10.18653/V1/2022.NAACL-MAIN.266},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/KhashabiLMQ0WHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/LoganP0C22,
author = {Robert L. Logan IV and
Alexandre Passos and
Sameer Singh and
Ming{-}Wei Chang},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {{FRUIT:} Faithfully Reflecting Updated Information in Text},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {3670--3686},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.269},
doi = {10.18653/V1/2022.NAACL-MAIN.269},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/LoganP0C22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wowmom/MatsubaraCSLR22,
author = {Yoshitomo Matsubara and
Davide Callegaro and
Sameer Singh and
Marco Levorato and
Francesco Restuccia},
title = {BottleFit: Learning Compressed Representations in Deep Neural Networks
for Effective and Efficient Split Computing},
booktitle = {23rd {IEEE} International Symposium on a World of Wireless, Mobile
and Multimedia Networks, WoWMoM 2022, Belfast, United Kingdom, June
14-17, 2022},
pages = {337--346},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/WoWMoM54355.2022.00032},
doi = {10.1109/WOWMOM54355.2022.00032},
timestamp = {Thu, 22 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wowmom/MatsubaraCSLR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-02693,
author = {Yoshitomo Matsubara and
Davide Callegaro and
Sameer Singh and
Marco Levorato and
Francesco Restuccia},
title = {BottleFit: Learning Compressed Representations in Deep Neural Networks
for Effective and Efficient Split Computing},
journal = {CoRR},
volume = {abs/2201.02693},
year = {2022},
url = {https://arxiv.org/abs/2201.02693},
eprinttype = {arXiv},
eprint = {2201.02693},
timestamp = {Thu, 22 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-02693.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08555,
author = {Zhouhang Xie and
Jonathan Brophy and
Adam Noack and
Wencong You and
Kalyani Asthana and
Carter Perkins and
Sabrina Reis and
Sameer Singh and
Daniel Lowd},
title = {Identifying Adversarial Attacks on Text Classifiers},
journal = {CoRR},
volume = {abs/2201.08555},
year = {2022},
url = {https://arxiv.org/abs/2201.08555},
eprinttype = {arXiv},
eprint = {2201.08555},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01875,
author = {Himabindu Lakkaraju and
Dylan Slack and
Yuxin Chen and
Chenhao Tan and
Sameer Singh},
title = {Rethinking Explainability as a Dialogue: {A} Practitioner's Perspective},
journal = {CoRR},
volume = {abs/2202.01875},
year = {2022},
url = {https://arxiv.org/abs/2202.01875},
eprinttype = {arXiv},
eprint = {2202.01875},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-07206,
author = {Yasaman Razeghi and
Robert L. Logan IV and
Matt Gardner and
Sameer Singh},
title = {Impact of Pretraining Term Frequencies on Few-Shot Reasoning},
journal = {CoRR},
volume = {abs/2202.07206},
year = {2022},
url = {https://arxiv.org/abs/2202.07206},
eprinttype = {arXiv},
eprint = {2202.07206},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-07206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08445,
author = {Shivanshu Gupta and
Sameer Singh and
Matt Gardner},
title = {Structurally Diverse Sampling Reduces Spurious Correlations in Semantic
Parsing Datasets},
journal = {CoRR},
volume = {abs/2203.08445},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08445},
doi = {10.48550/ARXIV.2203.08445},
eprinttype = {arXiv},
eprint = {2203.08445},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-05991,
author = {Sanjay Subramanian and
William Merrill and
Trevor Darrell and
Matt Gardner and
Sameer Singh and
Anna Rohrbach},
title = {ReCLIP: {A} Strong Zero-Shot Baseline for Referring Expression Comprehension},
journal = {CoRR},
volume = {abs/2204.05991},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.05991},
doi = {10.48550/ARXIV.2204.05991},
eprinttype = {arXiv},
eprint = {2204.05991},
timestamp = {Sun, 05 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-05991.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13079,
author = {Kolby Nottingham and
Alekhya Pyla and
Sameer Singh and
Roy Fox},
title = {Learning to Query Internet Text for Informing Reinforcement Learning
Agents},
journal = {CoRR},
volume = {abs/2205.13079},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13079},
doi = {10.48550/ARXIV.2205.13079},
eprinttype = {arXiv},
eprint = {2205.13079},
timestamp = {Mon, 19 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13079.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-04154,
author = {Dylan Slack and
Satyapriya Krishna and
Himabindu Lakkaraju and
Sameer Singh},
title = {TalkToModel: Understanding Machine Learning Models With Open Ended
Dialogues},
journal = {CoRR},
volume = {abs/2207.04154},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.04154},
doi = {10.48550/ARXIV.2207.04154},
eprinttype = {arXiv},
eprint = {2207.04154},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-04154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-12613,
author = {Zhouhang Xie and
Sameer Singh and
Julian J. McAuley and
Bodhisattwa Prasad Majumder},
title = {Factual and Informative Review Generation for Explainable Recommendation},
journal = {CoRR},
volume = {abs/2209.12613},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.12613},
doi = {10.48550/ARXIV.2209.12613},
eprinttype = {arXiv},
eprint = {2209.12613},
timestamp = {Fri, 09 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-12613.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04337,
author = {Preethi Seshadri and
Pouya Pezeshkpour and
Sameer Singh},
title = {Quantifying Social Biases Using Templates is Unreliable},
journal = {CoRR},
volume = {abs/2210.04337},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04337},
doi = {10.48550/ARXIV.2210.04337},
eprinttype = {arXiv},
eprint = {2210.04337},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-10258,
author = {Zhaofeng Wu and
Robert L. Logan IV and
Pete Walsh and
Akshita Bhagia and
Dirk Groeneveld and
Sameer Singh and
Iz Beltagy},
title = {Continued Pretraining for Better Zero- and Few-Shot Promptability},
journal = {CoRR},
volume = {abs/2210.10258},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.10258},
doi = {10.48550/ARXIV.2210.10258},
eprinttype = {arXiv},
eprint = {2210.10258},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-10258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12233,
author = {Kalyani Asthana and
Zhouhang Xie and
Wencong You and
Adam Noack and
Jonathan Brophy and
Sameer Singh and
Daniel Lowd},
title = {{TCAB:} {A} Large-Scale Text Classification Attack Benchmark},
journal = {CoRR},
volume = {abs/2210.12233},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12233},
doi = {10.48550/ARXIV.2210.12233},
eprinttype = {arXiv},
eprint = {2210.12233},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-04092,
author = {Dheeru Dua and
Shivanshu Gupta and
Sameer Singh and
Matt Gardner},
title = {Successive Prompting for Decomposing Complex Questions},
journal = {CoRR},
volume = {abs/2212.04092},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.04092},
doi = {10.48550/ARXIV.2212.04092},
eprinttype = {arXiv},
eprint = {2212.04092},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-04092.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10381,
author = {Dheeru Dua and
Emma Strubell and
Sameer Singh and
Pat Verga},
title = {To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation
in Open-Domain Question Answering},
journal = {CoRR},
volume = {abs/2212.10381},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10381},
doi = {10.48550/ARXIV.2212.10381},
eprinttype = {arXiv},
eprint = {2212.10381},
timestamp = {Tue, 03 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Zhao0LZOZ21,
author = {Zhengli Zhao and
Sameer Singh and
Honglak Lee and
Zizhao Zhang and
Augustus Odena and
Han Zhang},
title = {Improved Consistency Regularization for GANs},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {11033--11041},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i12.17317},
doi = {10.1609/AAAI.V35I12.17317},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Zhao0LZOZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Gupta0020,
author = {Nitish Gupta and
Sameer Singh and
Matt Gardner},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Enforcing Consistency in Weakly Supervised Semantic Parsing},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 2: Short Papers),
Virtual Event, August 1-6, 2021},
pages = {168--174},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-short.22},
doi = {10.18653/V1/2021.ACL-SHORT.22},
timestamp = {Mon, 09 Aug 2021 16:25:37 +0200},
biburl = {https://dblp.org/rec/conf/acl/Gupta0020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenGLL020,
author = {Anthony Chen and
Pallavi Gudipati and
Shayne Longpre and
Xiao Ling and
Sameer Singh},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based
{NLP}},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {4472--4485},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.345},
doi = {10.18653/V1/2021.ACL-LONG.345},
timestamp = {Mon, 09 Aug 2021 16:25:37 +0200},
biburl = {https://dblp.org/rec/conf/acl/ChenGLL020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LoganM0B20,
author = {Robert L. Logan IV and
Andrew McCallum and
Sameer Singh and
Daniel M. Bikel},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Benchmarking Scalable Methods for Streaming Cross Document Entity
Coreference},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {4717--4731},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.364},
doi = {10.18653/V1/2021.ACL-LONG.364},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LoganM0B20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/blackboxnlp/XieBNYAPRHLS21,
author = {Zhouhang Xie and
Jonathan Brophy and
Adam Noack and
Wencong You and
Kalyani Asthana and
Carter Perkins and
Sabrina Reis and
Zayd Hammoudeh and
Daniel Lowd and
Sameer Singh},
editor = {Jasmijn Bastings and
Yonatan Belinkov and
Emmanuel Dupoux and
Mario Giulianelli and
Dieuwke Hupkes and
Yuval Pinter and
Hassan Sajjad},
title = {What Models Know About Their Attackers: Deriving Attacker Information
From Latent Representations},
booktitle = {Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting
Neural Networks for NLP, BlackboxNLP@EMNLP 2021, Punta Cana, Dominican
Republic, November 11, 2021},
pages = {69--78},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.blackboxnlp-1.6},
doi = {10.18653/V1/2021.BLACKBOXNLP-1.6},
timestamp = {Fri, 15 Sep 2023 14:10:05 +0200},
biburl = {https://dblp.org/rec/conf/blackboxnlp/XieBNYAPRHLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0001MDPR0S21,
author = {Matt Gardner and
William Merrill and
Jesse Dodge and
Matthew E. Peters and
Alexis Ross and
Sameer Singh and
Noah A. Smith},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Competency Problems: On Finding and Removing Artifacts in Language
Data},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {1801--1813},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.135},
doi = {10.18653/V1/2021.EMNLP-MAIN.135},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/0001MDPR0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Gupta00R21,
author = {Nitish Gupta and
Sameer Singh and
Matt Gardner and
Dan Roth},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Paired Examples as Indirect Supervision in Latent Decision Models},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {5774--5785},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.466},
doi = {10.18653/V1/2021.EMNLP-MAIN.466},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/Gupta00R21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DuaSNAX0021,
author = {Dheeru Dua and
C{\'{\i}}cero Nogueira dos Santos and
Patrick Ng and
Ben Athiwaratkun and
Bing Xiang and
Matt Gardner and
Sameer Singh},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Generative Context Pair Selection for Multi-hop Question Answering},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {7009--7015},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.561},
doi = {10.18653/V1/2021.EMNLP-MAIN.561},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/DuaSNAX0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LongprePCRD021,
author = {Shayne Longpre and
Kartik Perisetla and
Anthony Chen and
Nikhil Ramesh and
Chris DuBois and
Sameer Singh},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Entity-Based Knowledge Conflicts in Question Answering},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {7052--7063},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.565},
doi = {10.18653/V1/2021.EMNLP-MAIN.565},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/LongprePCRD021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DuaD0021,
author = {Dheeru Dua and
Pradeep Dasigi and
Sameer Singh and
Matt Gardner},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Learning with Instance Bundles for Reading Comprehension},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {7347--7357},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.584},
doi = {10.18653/V1/2021.EMNLP-MAIN.584},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/DuaD0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoWFK021,
author = {Zihao Zhao and
Eric Wallace and
Shi Feng and
Dan Klein and
Sameer Singh},
editor = {Marina Meila and
Tong Zhang},
title = {Calibrate Before Use: Improving Few-shot Performance of Language Models},
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 = {12697--12706},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/zhao21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoWFK021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/RibeiroWG021,
author = {Marco T{\'{u}}lio Ribeiro and
Tongshuang Wu and
Carlos Guestrin and
Sameer Singh},
editor = {Zhi{-}Hua Zhou},
title = {Beyond Accuracy: Behavioral Testing of {NLP} Models with Checklist
(Extended Abstract)},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {4824--4828},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/659},
doi = {10.24963/IJCAI.2021/659},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/RibeiroWG021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/WallaceZFS21,
author = {Eric Wallace and
Tony Z. Zhao and
Shi Feng and
Sameer Singh},
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 = {Concealed Data Poisoning Attacks on {NLP} Models},
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 = {139--150},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.13},
doi = {10.18653/V1/2021.NAACL-MAIN.13},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/WallaceZFS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/PezeshkpourJWS21,
author = {Pouya Pezeshkpour and
Sarthak Jain and
Byron C. Wallace and
Sameer Singh},
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 = {An Empirical Comparison of Instance Attribution Methods for {NLP}},
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 = {967--975},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.75},
doi = {10.18653/V1/2021.NAACL-MAIN.75},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/PezeshkpourJWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SlackHLS21,
author = {Dylan Slack and
Anna Hilgard and
Himabindu Lakkaraju and
Sameer Singh},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Counterfactual Explanations Can Be Manipulated},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {62--75},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/009c434cab57de48a31f6b669e7ba266-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SlackHLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Ahmed0TGCKSB021,
author = {Kareem Ahmed and
Tao Li and
Thy Ton and
Quan Guo and
Kai{-}Wei Chang and
Parisa Kordjamshidi and
Vivek Srikumar and
Guy Van den Broeck and
Sameer Singh},
editor = {Douwe Kiela and
Marco Ciccone and
Barbara Caputo},
title = {Pylon: {A} PyTorch Framework for Learning with Constraints},
booktitle = {NeurIPS 2021 Competitions and Demonstrations Track, 6-14 December
2021, Online},
series = {Proceedings of Machine Learning Research},
volume = {176},
pages = {319--324},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v176/ahmed22a.html},
timestamp = {Thu, 11 Aug 2022 12:07:10 +0200},
biburl = {https://dblp.org/rec/conf/nips/Ahmed0TGCKSB021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SlackHSL21,
author = {Dylan Slack and
Anna Hilgard and
Sameer Singh and
Himabindu Lakkaraju},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Reliable Post hoc Explanations: Modeling Uncertainty in Explainability},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {9391--9404},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/4e246a381baf2ce038b3b0f82c7d6fb4-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SlackHSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/akbc/2021,
editor = {Danqi Chen and
Jonathan Berant and
Andrew McCallum and
Sameer Singh},
title = {3rd Conference on Automated Knowledge Base Construction, {AKBC} 2021,
Virtual, October 4-8, 2021},
year = {2021},
timestamp = {Thu, 14 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/akbc/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-09690,
author = {Tony Z. Zhao and
Eric Wallace and
Shi Feng and
Dan Klein and
Sameer Singh},
title = {Calibrate Before Use: Improving Few-Shot Performance of Language Models},
journal = {CoRR},
volume = {abs/2102.09690},
year = {2021},
url = {https://arxiv.org/abs/2102.09690},
eprinttype = {arXiv},
eprint = {2102.09690},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-09690.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-01759,
author = {Nitish Gupta and
Sameer Singh and
Matt Gardner and
Dan Roth},
title = {Paired Examples as Indirect Supervision in Latent Decision Models},
journal = {CoRR},
volume = {abs/2104.01759},
year = {2021},
url = {https://arxiv.org/abs/2104.01759},
eprinttype = {arXiv},
eprint = {2104.01759},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-01759.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-04128,
author = {Pouya Pezeshkpour and
Sarthak Jain and
Byron C. Wallace and
Sameer Singh},
title = {An Empirical Comparison of Instance Attribution Methods for {NLP}},
journal = {CoRR},
volume = {abs/2104.04128},
year = {2021},
url = {https://arxiv.org/abs/2104.04128},
eprinttype = {arXiv},
eprint = {2104.04128},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-04128.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08646,
author = {Matt Gardner and
William Merrill and
Jesse Dodge and
Matthew E. Peters and
Alexis Ross and
Sameer Singh and
Noah A. Smith},
title = {Competency Problems: On Finding and Removing Artifacts in Language
Data},
journal = {CoRR},
volume = {abs/2104.08646},
year = {2021},
url = {https://arxiv.org/abs/2104.08646},
eprinttype = {arXiv},
eprint = {2104.08646},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08735,
author = {Dheeru Dua and
Pradeep Dasigi and
Sameer Singh and
Matt Gardner},
title = {Learning with Instance Bundles for Reading Comprehension},
journal = {CoRR},
volume = {abs/2104.08735},
year = {2021},
url = {https://arxiv.org/abs/2104.08735},
eprinttype = {arXiv},
eprint = {2104.08735},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08735.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08744,
author = {Dheeru Dua and
C{\'{\i}}cero Nogueira dos Santos and
Patrick Ng and
Ben Athiwaratkun and
Bing Xiang and
Matt Gardner and
Sameer Singh},
title = {Generative Context Pair Selection for Multi-hop Question Answering},
journal = {CoRR},
volume = {abs/2104.08744},
year = {2021},
url = {https://arxiv.org/abs/2104.08744},
eprinttype = {arXiv},
eprint = {2104.08744},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08744.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02666,
author = {Dylan Slack and
Sophie Hilgard and
Himabindu Lakkaraju and
Sameer Singh},
title = {Counterfactual Explanations Can Be Manipulated},
journal = {CoRR},
volume = {abs/2106.02666},
year = {2021},
url = {https://arxiv.org/abs/2106.02666},
eprinttype = {arXiv},
eprint = {2106.02666},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06830,
author = {Anthony Chen and
Pallavi Gudipati and
Shayne Longpre and
Xiao Ling and
Sameer Singh},
title = {Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based
{NLP}},
journal = {CoRR},
volume = {abs/2106.06830},
year = {2021},
url = {https://arxiv.org/abs/2106.06830},
eprinttype = {arXiv},
eprint = {2106.06830},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12563,
author = {Dylan Slack and
Sophie Hilgard and
Sameer Singh and
Himabindu Lakkaraju},
title = {Feature Attributions and Counterfactual Explanations Can Be Manipulated},
journal = {CoRR},
volume = {abs/2106.12563},
year = {2021},
url = {https://arxiv.org/abs/2106.12563},
eprinttype = {arXiv},
eprint = {2106.12563},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13353,
author = {Robert L. Logan IV and
Ivana Balazevic and
Eric Wallace and
Fabio Petroni and
Sameer Singh and
Sebastian Riedel},
title = {Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with
Language Models},
journal = {CoRR},
volume = {abs/2106.13353},
year = {2021},
url = {https://arxiv.org/abs/2106.13353},
eprinttype = {arXiv},
eprint = {2106.13353},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00323,
author = {Pouya Pezeshkpour and
Sarthak Jain and
Sameer Singh and
Byron C. Wallace},
title = {Combining Feature and Instance Attribution to Detect Artifacts},
journal = {CoRR},
volume = {abs/2107.00323},
year = {2021},
url = {https://arxiv.org/abs/2107.00323},
eprinttype = {arXiv},
eprint = {2107.00323},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-00323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05833,
author = {Nitish Gupta and
Sameer Singh and
Matt Gardner},
title = {Enforcing Consistency in Weakly Supervised Semantic Parsing},
journal = {CoRR},
volume = {abs/2107.05833},
year = {2021},
url = {https://arxiv.org/abs/2107.05833},
eprinttype = {arXiv},
eprint = {2107.05833},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05833.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-02161,
author = {Kolby Nottingham and
Litian Liang and
Daeyun Shin and
Charless C. Fowlkes and
Roy Fox and
Sameer Singh},
title = {Modular Framework for Visuomotor Language Grounding},
journal = {CoRR},
volume = {abs/2109.02161},
year = {2021},
url = {https://arxiv.org/abs/2109.02161},
eprinttype = {arXiv},
eprint = {2109.02161},
timestamp = {Mon, 19 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-02161.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-05052,
author = {Shayne Longpre and
Kartik Perisetla and
Anthony Chen and
Nikhil Ramesh and
Chris DuBois and
Sameer Singh},
title = {Entity-Based Knowledge Conflicts in Question Answering},
journal = {CoRR},
volume = {abs/2109.05052},
year = {2021},
url = {https://arxiv.org/abs/2109.05052},
eprinttype = {arXiv},
eprint = {2109.05052},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-05052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-08348,
author = {Daniel Khashabi and
Shane Lyu and
Sewon Min and
Lianhui Qin and
Kyle Richardson and
Sameer Singh and
Sean Welleck and
Hannaneh Hajishirzi and
Tushar Khot and
Ashish Sabharwal and
Yejin Choi},
title = {{PROMPT} {WAYWARDNESS:} The Curious Case of Discretized Interpretation
of Continuous Prompts},
journal = {CoRR},
volume = {abs/2112.08348},
year = {2021},
url = {https://arxiv.org/abs/2112.08348},
eprinttype = {arXiv},
eprint = {2112.08348},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-08348.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-08634,
author = {Robert L. Logan IV and
Alexandre Passos and
Sameer Singh and
Ming{-}Wei Chang},
title = {{FRUIT:} Faithfully Reflecting Updated Information in Text},
journal = {CoRR},
volume = {abs/2112.08634},
year = {2021},
url = {https://arxiv.org/abs/2112.08634},
eprinttype = {arXiv},
eprint = {2112.08634},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-08634.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MatsubaraCBLS20,
author = {Yoshitomo Matsubara and
Davide Callegaro and
Sabur Baidya and
Marco Levorato and
Sameer Singh},
title = {Head Network Distillation: Splitting Distilled Deep Neural Networks
for Resource-Constrained Edge Computing Systems},
journal = {{IEEE} Access},
volume = {8},
pages = {212177--212193},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3039714},
doi = {10.1109/ACCESS.2020.3039714},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/MatsubaraCBLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/000120,
author = {Sameer Singh},
title = {Minecraft as a Platform for Project-Based Learning in {AI}},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {13504--13505},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i09.7070},
doi = {10.1609/AAAI.V34I09.7070},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/000120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GottumukkalaDSG20,
author = {Ananth Gottumukkala and
Dheeru Dua and
Sameer Singh and
Matt Gardner},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Dynamic Sampling Strategies for Multi-Task Reading Comprehension},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {920--924},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.86},
doi = {10.18653/V1/2020.ACL-MAIN.86},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/GottumukkalaDSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LoganGS20,
author = {Robert L. Logan IV and
Matt Gardner and
Sameer Singh},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {On Importance Sampling-Based Evaluation of Latent Language Models},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {2171--2176},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.196},
doi = {10.18653/V1/2020.ACL-MAIN.196},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LoganGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/RibeiroWGS20,
author = {Marco T{\'{u}}lio Ribeiro and
Tongshuang Wu and
Carlos Guestrin and
Sameer Singh},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Beyond Accuracy: Behavioral Testing of {NLP} Models with CheckList},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {4902--4912},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.442},
doi = {10.18653/V1/2020.ACL-MAIN.442},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/RibeiroWGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SubramanianBGWS20,
author = {Sanjay Subramanian and
Ben Bogin and
Nitish Gupta and
Tomer Wolfson and
Sameer Singh and
Jonathan Berant and
Matt Gardner},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Obtaining Faithful Interpretations from Compositional Neural Networks},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {5594--5608},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.495},
doi = {10.18653/V1/2020.ACL-MAIN.495},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SubramanianBGWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DuaSG20,
author = {Dheeru Dua and
Sameer Singh and
Matt Gardner},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Benefits of Intermediate Annotations in Reading Comprehension},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {5627--5634},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.497},
doi = {10.18653/V1/2020.ACL-MAIN.497},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/DuaSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aclnut/HarandizadehS20,
author = {Bahareh Harandizadeh and
Sameer Singh},
editor = {Wei Xu and
Alan Ritter and
Tim Baldwin and
Afshin Rahimi},
title = {Tweeki: Linking Named Entities on Twitter to a Knowledge Graph},
booktitle = {Proceedings of the Sixth Workshop on Noisy User-generated Text, W-NUT@EMNLP
2020 Online, November 19, 2020},
pages = {222--231},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.wnut-1.29},
doi = {10.18653/V1/2020.WNUT-1.29},
timestamp = {Mon, 19 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aclnut/HarandizadehS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/SlackHJSL20,
author = {Dylan Slack and
Sophie Hilgard and
Emily Jia and
Sameer Singh and
Himabindu Lakkaraju},
editor = {Annette N. Markham and
Julia Powles and
Toby Walsh and
Anne L. Washington},
title = {Fooling {LIME} and {SHAP:} Adversarial Attacks on Post hoc Explanation
Methods},
booktitle = {{AIES} '20: {AAAI/ACM} Conference on AI, Ethics, and Society, New
York, NY, USA, February 7-8, 2020},
pages = {180--186},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3375627.3375830},
doi = {10.1145/3375627.3375830},
timestamp = {Thu, 14 Oct 2021 10:27:33 +0200},
biburl = {https://dblp.org/rec/conf/aies/SlackHJSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/PezeshkpourT020,
author = {Pouya Pezeshkpour and
Yifan Tian and
Sameer Singh},
editor = {Dipanjan Das and
Hannaneh Hajishirzi and
Andrew McCallum and
Sameer Singh},
title = {Revisiting Evaluation of Knowledge Base Completion Models},
booktitle = {Conference on Automated Knowledge Base Construction, {AKBC} 2020,
Virtual, June 22-24, 2020},
year = {2020},
url = {https://doi.org/10.24432/C53S3W},
doi = {10.24432/C53S3W},
timestamp = {Tue, 12 Jan 2021 16:24:06 +0100},
biburl = {https://dblp.org/rec/conf/akbc/PezeshkpourT020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0001ABBBCDDEGGH20,
author = {Matt Gardner and
Yoav Artzi and
Victoria Basmova and
Jonathan Berant and
Ben Bogin and
Sihao Chen and
Pradeep Dasigi and
Dheeru Dua and
Yanai Elazar and
Ananth Gottumukkala and
Nitish Gupta and
Hannaneh Hajishirzi and
Gabriel Ilharco and
Daniel Khashabi and
Kevin Lin and
Jiangming Liu and
Nelson F. Liu and
Phoebe Mulcaire and
Qiang Ning and
Sameer Singh and
Noah A. Smith and
Sanjay Subramanian and
Reut Tsarfaty and
Eric Wallace and
Ally Zhang and
Ben Zhou},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Evaluating Models' Local Decision Boundaries via Contrast Sets},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {1307--1323},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.117},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.117},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/0001ABBBCDDEGGH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ChenSSG20,
author = {Anthony Chen and
Gabriel Stanovsky and
Sameer Singh and
Matt Gardner},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {{MOCHA:} {A} Dataset for Training and Evaluating Generative Reading
Comprehension Metrics},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {6521--6532},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.528},
doi = {10.18653/V1/2020.EMNLP-MAIN.528},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ChenSSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HossainLUMYS20,
author = {Tamanna Hossain and
Robert L. Logan IV and
Arjuna Ugarte and
Yoshitomo Matsubara and
Sean Young and
Sameer Singh},
editor = {Karin Verspoor and
Kevin Bretonnel Cohen and
Michael Conway and
Berry de Bruijn and
Mark Dredze and
Rada Mihalcea and
Byron C. Wallace},
title = {COVIDLies: Detecting {COVID-19} Misinformation on Social Media},
booktitle = {Proceedings of the 1st Workshop on {NLP} for COVID-19@ {EMNLP} 2020,
Online, December 2020},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.nlpcovid19-2.11},
doi = {10.18653/V1/2020.NLPCOVID19-2.11},
timestamp = {Thu, 17 Feb 2022 16:43:16 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/HossainLUMYS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WallaceGS20,
author = {Eric Wallace and
Matt Gardner and
Sameer Singh},
editor = {Aline Villavicencio and
Benjamin Van Durme},
title = {Interpreting Predictions of {NLP} Models},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing: Tutorial Abstracts, {EMNLP} 2020, Online, November
19-20, 2020},
pages = {20--23},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-tutorials.3},
doi = {10.18653/V1/2020.EMNLP-TUTORIALS.3},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WallaceGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangTW020,
author = {Junlin Wang and
Jens Tuyls and
Eric Wallace and
Sameer Singh},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Gradient-based Analysis of {NLP} Models is Manipulable},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {247--258},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.24},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.24},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WangTW020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SubramanianWBMZ20,
author = {Sanjay Subramanian and
Lucy Lu Wang and
Ben Bogin and
Sachin Mehta and
Madeleine van Zuylen and
Sravanthi Parasa and
Sameer Singh and
Matt Gardner and
Hannaneh Hajishirzi},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {MedICaT: {A} Dataset of Medical Images, Captions, and Textual References},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {2112--2120},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.191},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.191},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SubramanianWBMZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ShinRLWS20,
author = {Taylor Shin and
Yasaman Razeghi and
Robert L. Logan IV and
Eric Wallace and
Sameer Singh},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {AutoPrompt: Eliciting Knowledge from Language Models with Automatically
Generated Prompts},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {4222--4235},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.346},
doi = {10.18653/V1/2020.EMNLP-MAIN.346},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ShinRLWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GuptaLR0020,
author = {Nitish Gupta and
Kevin Lin and
Dan Roth and
Sameer Singh and
Matt Gardner},
title = {Neural Module Networks for Reasoning over Text},
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=SygWvAVFPr},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GuptaLR0020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PuriVGKDK020,
author = {Nikaash Puri and
Sukriti Verma and
Piyush Gupta and
Dhruv Kayastha and
Shripad V. Deshmukh and
Balaji Krishnamurthy and
Sameer Singh},
title = {Explain Your Move: Understanding Agent Actions Using Specific and
Relevant Feature Attribution},
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=SJgzLkBKPB},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/PuriVGKDK020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BarseverSN20,
author = {Dan Barsever and
Sameer Singh and
Emre Neftci},
title = {Building a Better Lie Detector with {BERT:} The Difference Between
Truth and Lies},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206937},
doi = {10.1109/IJCNN48605.2020.9206937},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/BarseverSN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/akbc/2020,
editor = {Dipanjan Das and
Hannaneh Hajishirzi and
Andrew McCallum and
Sameer Singh},
title = {Conference on Automated Knowledge Base Construction, {AKBC} 2020,
Virtual, June 22-24, 2020},
year = {2020},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/akbc/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04724,
author = {Zhengli Zhao and
Sameer Singh and
Honglak Lee and
Zizhao Zhang and
Augustus Odena and
Han Zhang},
title = {Improved Consistency Regularization for GANs},
journal = {CoRR},
volume = {abs/2002.04724},
year = {2020},
url = {https://arxiv.org/abs/2002.04724},
eprinttype = {arXiv},
eprint = {2002.04724},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-04724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-02709,
author = {Matt Gardner and
Yoav Artzi and
Victoria Basmova and
Jonathan Berant and
Ben Bogin and
Sihao Chen and
Pradeep Dasigi and
Dheeru Dua and
Yanai Elazar and
Ananth Gottumukkala and
Nitish Gupta and
Hanna Hajishirzi and
Gabriel Ilharco and
Daniel Khashabi and
Kevin Lin and
Jiangming Liu and
Nelson F. Liu and
Phoebe Mulcaire and
Qiang Ning and
Sameer Singh and
Noah A. Smith and
Sanjay Subramanian and
Reut Tsarfaty and
Eric Wallace and
Ally Zhang and
Ben Zhou},
title = {Evaluating {NLP} Models via Contrast Sets},
journal = {CoRR},
volume = {abs/2004.02709},
year = {2020},
url = {https://arxiv.org/abs/2004.02709},
eprinttype = {arXiv},
eprint = {2004.02709},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-02709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00724,
author = {Sanjay Subramanian and
Ben Bogin and
Nitish Gupta and
Tomer Wolfson and
Sameer Singh and
Jonathan Berant and
Matt Gardner},
title = {Obtaining Faithful Interpretations from Compositional Neural Networks},
journal = {CoRR},
volume = {abs/2005.00724},
year = {2020},
url = {https://arxiv.org/abs/2005.00724},
eprinttype = {arXiv},
eprint = {2005.00724},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04118,
author = {Marco T{\'{u}}lio Ribeiro and
Tongshuang Wu and
Carlos Guestrin and
Sameer Singh},
title = {Beyond Accuracy: Behavioral Testing of {NLP} models with CheckList},
journal = {CoRR},
volume = {abs/2005.04118},
year = {2020},
url = {https://arxiv.org/abs/2005.04118},
eprinttype = {arXiv},
eprint = {2005.04118},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-04118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-02595,
author = {Zhengli Zhao and
Zizhao Zhang and
Ting Chen and
Sameer Singh and
Han Zhang},
title = {Image Augmentations for {GAN} Training},
journal = {CoRR},
volume = {abs/2006.02595},
year = {2020},
url = {https://arxiv.org/abs/2006.02595},
eprinttype = {arXiv},
eprint = {2006.02595},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-02595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-05030,
author = {Dylan Slack and
Sophie Hilgard and
Sameer Singh and
Himabindu Lakkaraju},
title = {How Much Should {I} Trust You? Modeling Uncertainty of Black Box Explanations},
journal = {CoRR},
volume = {abs/2008.05030},
year = {2020},
url = {https://arxiv.org/abs/2008.05030},
eprinttype = {arXiv},
eprint = {2008.05030},
timestamp = {Sun, 16 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-05030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03636,
author = {Anthony Chen and
Gabriel Stanovsky and
Sameer Singh and
Matt Gardner},
title = {{MOCHA:} {A} Dataset for Training and Evaluating Generative Reading
Comprehension Metrics},
journal = {CoRR},
volume = {abs/2010.03636},
year = {2020},
url = {https://arxiv.org/abs/2010.03636},
eprinttype = {arXiv},
eprint = {2010.03636},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03636.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05419,
author = {Junlin Wang and
Jens Tuyls and
Eric Wallace and
Sameer Singh},
title = {Gradient-based Analysis of {NLP} Models is Manipulable},
journal = {CoRR},
volume = {abs/2010.05419},
year = {2020},
url = {https://arxiv.org/abs/2010.05419},
eprinttype = {arXiv},
eprint = {2010.05419},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-05419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-06000,
author = {Sanjay Subramanian and
Lucy Lu Wang and
Sachin Mehta and
Ben Bogin and
Madeleine van Zuylen and
Sravanthi Parasa and
Sameer Singh and
Matt Gardner and
Hannaneh Hajishirzi},
title = {MedICaT: {A} Dataset of Medical Images, Captions, and Textual References},
journal = {CoRR},
volume = {abs/2010.06000},
year = {2020},
url = {https://arxiv.org/abs/2010.06000},
eprinttype = {arXiv},
eprint = {2010.06000},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-06000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12563,
author = {Eric Wallace and
Tony Z. Zhao and
Shi Feng and
Sameer Singh},
title = {Customizing Triggers with Concealed Data Poisoning},
journal = {CoRR},
volume = {abs/2010.12563},
year = {2020},
url = {https://arxiv.org/abs/2010.12563},
eprinttype = {arXiv},
eprint = {2010.12563},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-15980,
author = {Taylor Shin and
Yasaman Razeghi and
Robert L. Logan IV and
Eric Wallace and
Sameer Singh},
title = {AutoPrompt: Eliciting Knowledge from Language Models with Automatically
Generated Prompts},
journal = {CoRR},
volume = {abs/2010.15980},
year = {2020},
url = {https://arxiv.org/abs/2010.15980},
eprinttype = {arXiv},
eprint = {2010.15980},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-15980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/ParkKKLMSTTEATI19,
author = {Jihyun Park and
Dimitrios Kotzias and
Patty Kuo and
Robert L. Logan IV and
Kritzia Merced and
Sameer Singh and
Michael Tanana and
Efi Karra Taniskidou and
Jennifer Elston{-}Lafata and
David C. Atkins and
Ming Tai{-}Seale and
Zac E. Imel and
Padhraic Smyth},
title = {Detecting conversation topics in primary care office visits from transcripts
of patient-provider interactions},
journal = {J. Am. Medical Informatics Assoc.},
volume = {26},
number = {12},
pages = {1493--1504},
year = {2019},
url = {https://doi.org/10.1093/jamia/ocz140},
doi = {10.1093/JAMIA/OCZ140},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/ParkKKLMSTTEATI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MinWSGHZ19,
author = {Sewon Min and
Eric Wallace and
Sameer Singh and
Matt Gardner and
Hannaneh Hajishirzi and
Luke Zettlemoyer},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Compositional Questions Do Not Necessitate Multi-hop 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 = {4249--4257},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1416},
doi = {10.18653/V1/P19-1416},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/MinWSGHZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LoganLPGS19,
author = {Robert L. Logan IV and
Nelson F. Liu and
Matthew E. Peters and
Matt Gardner and
Sameer Singh},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Barack's Wife Hillary: Using Knowledge Graphs for Fact-Aware Language
Modeling},
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 = {5962--5971},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1598},
doi = {10.18653/V1/P19-1598},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LoganLPGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/RibeiroGS19,
author = {Marco T{\'{u}}lio Ribeiro and
Carlos Guestrin and
Sameer Singh},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Are Red Roses Red? Evaluating Consistency of Question-Answering Models},
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 = {6174--6184},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1621},
doi = {10.18653/V1/P19-1621},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/RibeiroGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-mrqa/ChenSSG19,
author = {Anthony Chen and
Gabriel Stanovsky and
Sameer Singh and
Matt Gardner},
editor = {Adam Fisch and
Alon Talmor and
Robin Jia and
Minjoon Seo and
Eunsol Choi and
Danqi Chen},
title = {Evaluating Question Answering Evaluation},
booktitle = {Proceedings of the 2nd Workshop on Machine Reading for Question Answering,
MRQA@EMNLP 2019, Hong Kong, China, November 4, 2019},
pages = {119--124},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-5817},
doi = {10.18653/V1/D19-5817},
timestamp = {Thu, 14 Dec 2023 18:03:42 +0100},
biburl = {https://dblp.org/rec/conf/acl-mrqa/ChenSSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-mrqa/DuaGTSG19,
author = {Dheeru Dua and
Ananth Gottumukkala and
Alon Talmor and
Sameer Singh and
Matt Gardner},
editor = {Adam Fisch and
Alon Talmor and
Robin Jia and
Minjoon Seo and
Eunsol Choi and
Danqi Chen},
title = {Comprehensive Multi-Dataset Evaluation of Reading Comprehension},
booktitle = {Proceedings of the 2nd Workshop on Machine Reading for Question Answering,
MRQA@EMNLP 2019, Hong Kong, China, November 4, 2019},
pages = {147--153},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-5820},
doi = {10.18653/V1/D19-5820},
timestamp = {Fri, 14 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl-mrqa/DuaGTSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/PezeshkpourTS19,
author = {Pouya Pezeshkpour and
Yifan Tian and
Sameer Singh},
title = {Investigating Robustness and Interpretability of Link Prediction via
Adversarial Modifications},
booktitle = {1st Conference on Automated Knowledge Base Construction, {AKBC} 2019,
Amherst, MA, USA, May 20-22, 2019},
year = {2019},
url = {https://openreview.net/forum?id=Hkg7rbcp67},
timestamp = {Fri, 15 May 2020 10:56:36 +0200},
biburl = {https://dblp.org/rec/conf/akbc/PezeshkpourTS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WallaceTWSGS19,
author = {Eric Wallace and
Jens Tuyls and
Junlin Wang and
Sanjay Subramanian and
Matt Gardner and
Sameer Singh},
editor = {Sebastian Pad{\'{o}} and
Ruihong Huang},
title = {AllenNLP Interpret: {A} Framework for Explaining Predictions of {NLP}
Models},
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 - System Demonstrations},
pages = {7--12},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-3002},
doi = {10.18653/V1/D19-3002},
timestamp = {Thu, 05 Aug 2021 17:36:17 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WallaceTWSGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PetersNLSJSS19,
author = {Matthew E. Peters and
Mark Neumann and
Robert L. Logan IV and
Roy Schwartz and
Vidur Joshi and
Sameer Singh and
Noah A. Smith},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Knowledge Enhanced Contextual Word Representations},
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 = {43--54},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1005},
doi = {10.18653/V1/D19-1005},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/PetersNLSJSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WallaceFKGS19,
author = {Eric Wallace and
Shi Feng and
Nikhil Kandpal and
Matt Gardner and
Sameer Singh},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Universal Adversarial Triggers for Attacking and Analyzing {NLP}},
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 = {2153--2162},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1221},
doi = {10.18653/V1/D19-1221},
timestamp = {Thu, 12 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WallaceFKGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WallaceWLSG19,
author = {Eric Wallace and
Yizhong Wang and
Sujian Li and
Sameer Singh and
Matt Gardner},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Do {NLP} Models Know Numbers? Probing Numeracy in Embeddings},
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 = {5306--5314},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1534},
doi = {10.18653/V1/D19-1534},
timestamp = {Thu, 12 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WallaceWLSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobicom/MatsubaraBCL019,
author = {Yoshitomo Matsubara and
Sabur Baidya and
Davide Callegaro and
Marco Levorato and
Sameer Singh},
editor = {Ganesh Ananthanarayanan and
Yunxin Liu and
Yuanchao Shu},
title = {Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems},
booktitle = {Proceedings of the 2019 Workshop on Hot Topics in Video Analytics
and Intelligent Edges, HotEdgeVideo@MobiCom 2019, Los Cabos, Mexico,
October 21-25, 2019},
pages = {21--26},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3349614.3356022},
doi = {10.1145/3349614.3356022},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mobicom/MatsubaraBCL019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/WangSL19,
author = {William Yang Wang and
Sameer Singh and
Jiwei Li},
editor = {Anoop Sarkar and
Michael Strube},
title = {Deep Adversarial Learning for {NLP}},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2, 2019, Tutorial Abstracts},
pages = {1--5},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-5001},
doi = {10.18653/V1/N19-5001},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/WangSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/KangLCCDGSB19,
author = {Jun Seok Kang and
Robert L. Logan IV and
Zewei Chu and
Yang Chen and
Dheeru Dua and
Kevin Gimpel and
Sameer Singh and
Niranjan Balasubramanian},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {PoMo: Generating Entity-Specific Post-Modifiers in Context},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {826--838},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1089},
doi = {10.18653/V1/N19-1089},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/KangLCCDGSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/DuaWDSS019,
author = {Dheeru Dua and
Yizhong Wang and
Pradeep Dasigi and
Gabriel Stanovsky and
Sameer Singh and
Matt Gardner},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {{DROP:} {A} Reading Comprehension Benchmark Requiring Discrete Reasoning
Over Paragraphs},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {2368--2378},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1246},
doi = {10.18653/V1/N19-1246},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/DuaWDSS019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/AnanyaPS19,
author = {Ananya and
Nitya Parthasarthi and
Sameer Singh},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {GenderQuant: Quantifying Mention-Level Genderedness},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {2959--2969},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1303},
doi = {10.18653/V1/N19-1303},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/AnanyaPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/PezeshkpourT019,
author = {Pouya Pezeshkpour and
Yifan Tian and
Sameer Singh},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {Investigating Robustness and Interpretability of Link Prediction via
Adversarial Modifications},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {3336--3347},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1337},
doi = {10.18653/V1/N19-1337},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/PezeshkpourT019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SubramanianSG19,
author = {Sanjay Subramanian and
Sameer Singh and
Matt Gardner},
title = {Analyzing Compositionality in Visual Question Answering},
booktitle = {Visually Grounded Interaction and Language (ViGIL), NeurIPS 2019 Workshop,
Vancouver, Canada, December 13, 2019},
year = {2019},
url = {https://vigilworkshop.github.io/static/papers/43.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SubramanianSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-00161,
author = {Dheeru Dua and
Yizhong Wang and
Pradeep Dasigi and
Gabriel Stanovsky and
Sameer Singh and
Matt Gardner},
title = {{DROP:} {A} Reading Comprehension Benchmark Requiring Discrete Reasoning
Over Paragraphs},
journal = {CoRR},
volume = {abs/1903.00161},
year = {2019},
url = {http://arxiv.org/abs/1903.00161},
eprinttype = {arXiv},
eprint = {1903.00161},
timestamp = {Wed, 03 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-00161.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03111,
author = {Jun Seok Kang and
Robert L. Logan IV and
Zewei Chu and
Yang Chen and
Dheeru Dua and
Kevin Gimpel and
Sameer Singh and
Niranjan Balasubramanian},
title = {PoMo: Generating Entity-Specific Post-Modifiers in Context},
journal = {CoRR},
volume = {abs/1904.03111},
year = {2019},
url = {http://arxiv.org/abs/1904.03111},
eprinttype = {arXiv},
eprint = {1904.03111},
timestamp = {Wed, 03 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03111.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00563,
author = {Pouya Pezeshkpour and
Yifan Tian and
Sameer Singh},
title = {Investigating Robustness and Interpretability of Link Prediction via
Adversarial Modifications},
journal = {CoRR},
volume = {abs/1905.00563},
year = {2019},
url = {http://arxiv.org/abs/1905.00563},
eprinttype = {arXiv},
eprint = {1905.00563},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-00563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02900,
author = {Sewon Min and
Eric Wallace and
Sameer Singh and
Matt Gardner and
Hannaneh Hajishirzi and
Luke Zettlemoyer},
title = {Compositional Questions Do Not Necessitate Multi-hop Reasoning},
journal = {CoRR},
volume = {abs/1906.02900},
year = {2019},
url = {http://arxiv.org/abs/1906.02900},
eprinttype = {arXiv},
eprint = {1906.02900},
timestamp = {Wed, 03 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02900.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-07241,
author = {Robert L. Logan IV and
Nelson F. Liu and
Matthew E. Peters and
Matt Gardner and
Sameer Singh},
title = {Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language
Modeling},
journal = {CoRR},
volume = {abs/1906.07241},
year = {2019},
url = {http://arxiv.org/abs/1906.07241},
eprinttype = {arXiv},
eprint = {1906.07241},
timestamp = {Wed, 03 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-07241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-07125,
author = {Eric Wallace and
Shi Feng and
Nikhil Kandpal and
Matt Gardner and
Sameer Singh},
title = {Universal Adversarial Triggers for {NLP}},
journal = {CoRR},
volume = {abs/1908.07125},
year = {2019},
url = {http://arxiv.org/abs/1908.07125},
eprinttype = {arXiv},
eprint = {1908.07125},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-07125.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-04164,
author = {Matthew E. Peters and
Mark Neumann and
Robert L. Logan IV and
Roy Schwartz and
Vidur Joshi and
Sameer Singh and
Noah A. Smith},
title = {Knowledge Enhanced Contextual Word Representations},
journal = {CoRR},
volume = {abs/1909.04164},
year = {2019},
url = {http://arxiv.org/abs/1909.04164},
eprinttype = {arXiv},
eprint = {1909.04164},
timestamp = {Wed, 23 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-04164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-07940,
author = {Eric Wallace and
Yizhong Wang and
Sujian Li and
Sameer Singh and
Matt Gardner},
title = {Do {NLP} Models Know Numbers? Probing Numeracy in Embeddings},
journal = {CoRR},
volume = {abs/1909.07940},
year = {2019},
url = {http://arxiv.org/abs/1909.07940},
eprinttype = {arXiv},
eprint = {1909.07940},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-07940.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-09251,
author = {Eric Wallace and
Jens Tuyls and
Junlin Wang and
Sanjay Subramanian and
Matt Gardner and
Sameer Singh},
title = {AllenNLP Interpret: {A} Framework for Explaining Predictions of {NLP}
Models},
journal = {CoRR},
volume = {abs/1909.09251},
year = {2019},
url = {http://arxiv.org/abs/1909.09251},
eprinttype = {arXiv},
eprint = {1909.09251},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-09251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01177,
author = {Zhengli Zhao and
Nicolas Papernot and
Sameer Singh and
Neoklis Polyzotis and
Augustus Odena},
title = {Improving Differentially Private Models with Active Learning},
journal = {CoRR},
volume = {abs/1910.01177},
year = {2019},
url = {http://arxiv.org/abs/1910.01177},
eprinttype = {arXiv},
eprint = {1910.01177},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-01177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-01545,
author = {Forough Arabshahi and
Zhichu Lu and
Sameer Singh and
Animashree Anandkumar},
title = {Memory Augmented Recursive Neural Networks},
journal = {CoRR},
volume = {abs/1911.01545},
year = {2019},
url = {http://arxiv.org/abs/1911.01545},
eprinttype = {arXiv},
eprint = {1911.01545},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-01545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02508,
author = {Dylan Slack and
Sophie Hilgard and
Emily Jia and
Sameer Singh and
Himabindu Lakkaraju},
title = {How can we fool {LIME} and SHAP? Adversarial Attacks on Post hoc Explanation
Methods},
journal = {CoRR},
volume = {abs/1911.02508},
year = {2019},
url = {http://arxiv.org/abs/1911.02508},
eprinttype = {arXiv},
eprint = {1911.02508},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02508.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-04971,
author = {Nitish Gupta and
Kevin Lin and
Dan Roth and
Sameer Singh and
Matt Gardner},
title = {Neural Module Networks for Reasoning over Text},
journal = {CoRR},
volume = {abs/1912.04971},
year = {2019},
url = {http://arxiv.org/abs/1912.04971},
eprinttype = {arXiv},
eprint = {1912.04971},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-04971.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-12191,
author = {Piyush Gupta and
Nikaash Puri and
Sukriti Verma and
Dhruv Kayastha and
Shripad V. Deshmukh and
Balaji Krishnamurthy and
Sameer Singh},
title = {Explain Your Move: Understanding Agent Actions Using Focused Feature
Saliency},
journal = {CoRR},
volume = {abs/1912.12191},
year = {2019},
url = {http://arxiv.org/abs/1912.12191},
eprinttype = {arXiv},
eprint = {1912.12191},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-12191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-12598,
author = {Dheeru Dua and
Ananth Gottumukkala and
Alon Talmor and
Sameer Singh and
Matt Gardner},
title = {{ORB:} An Open Reading Benchmark for Comprehensive Evaluation of Machine
Reading Comprehension},
journal = {CoRR},
volume = {abs/1912.12598},
year = {2019},
url = {http://arxiv.org/abs/1912.12598},
eprinttype = {arXiv},
eprint = {1912.12598},
timestamp = {Sat, 04 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-12598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/BaiGSKAMK18,
author = {Yanbing Bai and
Chang Gao and
Sameer Singh and
Magaly Koch and
Bruno Adriano and
Erick Mas and
Shunichi Koshimura},
title = {A Framework of Rapid Regional Tsunami Damage Recognition From Post-event
TerraSAR-X Imagery Using Deep Neural Networks},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {15},
number = {1},
pages = {43--47},
year = {2018},
url = {https://doi.org/10.1109/LGRS.2017.2772349},
doi = {10.1109/LGRS.2017.2772349},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/BaiGSKAMK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Ribeiro0G18,
author = {Marco T{\'{u}}lio Ribeiro and
Sameer Singh and
Carlos Guestrin},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Anchors: High-Precision Model-Agnostic Explanations},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {1527--1535},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11491},
doi = {10.1609/AAAI.V32I1.11491},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Ribeiro0G18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SinghGR18,
author = {Marco T{\'{u}}lio Ribeiro and
Sameer Singh and
Carlos Guestrin},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {Semantically Equivalent Adversarial Rules for Debugging {NLP} models},
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 = {856--865},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1079/},
doi = {10.18653/V1/P18-1079},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SinghGR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SaeidiBL0RSB018,
author = {Marzieh Saeidi and
Max Bartolo and
Patrick S. H. Lewis and
Sameer Singh and
Tim Rockt{\"{a}}schel and
Mike Sheldon and
Guillaume Bouchard and
Sebastian Riedel},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Interpretation of Natural Language Rules in Conversational Machine
Reading},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {2087--2097},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1233},
doi = {10.18653/V1/D18-1233},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SaeidiBL0RSB018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PezeshkpourC018,
author = {Pouya Pezeshkpour and
Liyan Chen and
Sameer Singh},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Embedding Multimodal Relational Data for Knowledge Base Completion},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {3208--3218},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1359},
doi = {10.18653/V1/D18-1359},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/PezeshkpourC018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ArabshahiSA18,
author = {Forough Arabshahi and
Sameer Singh and
Animashree Anandkumar},
title = {Combining Symbolic Expressions and Black-box Function Evaluations
in Neural Programs},
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=Hksj2WWAW},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ArabshahiSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhaoDS18,
author = {Zhengli Zhao and
Dheeru Dua and
Sameer Singh},
title = {Generating Natural Adversarial Examples},
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=H1BLjgZCb},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhaoDS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/Pujara018,
author = {Jay Pujara and
Sameer Singh},
editor = {Yi Chang and
Chengxiang Zhai and
Yan Liu and
Yoelle Maarek},
title = {Mining Knowledge Graphs From Text},
booktitle = {Proceedings of the Eleventh {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February
5-9, 2018},
pages = {789--790},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3159652.3162011},
doi = {10.1145/3159652.3162011},
timestamp = {Thu, 13 Aug 2020 18:13:38 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/Pujara018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-04342,
author = {Forough Arabshahi and
Sameer Singh and
Animashree Anandkumar},
title = {Combining Symbolic and Function Evaluation Expressions In Neural Programs},
journal = {CoRR},
volume = {abs/1801.04342},
year = {2018},
url = {http://arxiv.org/abs/1801.04342},
eprinttype = {arXiv},
eprint = {1801.04342},
timestamp = {Wed, 03 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-04342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-00184,
author = {Pouya Pezeshkpour and
Carlos Guestrin and
Sameer Singh},
title = {Compact Factorization of Matrices Using Generalized Round-Rank},
journal = {CoRR},
volume = {abs/1805.00184},
year = {2018},
url = {http://arxiv.org/abs/1805.00184},
eprinttype = {arXiv},
eprint = {1805.00184},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-00184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-01341,
author = {Pouya Pezeshkpour and
Liyan Chen and
Sameer Singh},
title = {Embedding Multimodal Relational Data for Knowledge Base Completion},
journal = {CoRR},
volume = {abs/1809.01341},
year = {2018},
url = {http://arxiv.org/abs/1809.01341},
eprinttype = {arXiv},
eprint = {1809.01341},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-01341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-01494,
author = {Marzieh Saeidi and
Max Bartolo and
Patrick S. H. Lewis and
Sameer Singh and
Tim Rockt{\"{a}}schel and
Mike Sheldon and
Guillaume Bouchard and
Sebastian Riedel},
title = {Interpretation of Natural Language Rules in Conversational Machine
Reading},
journal = {CoRR},
volume = {abs/1809.01494},
year = {2018},
url = {http://arxiv.org/abs/1809.01494},
eprinttype = {arXiv},
eprint = {1809.01494},
timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-01494.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/BuragoCL017,
author = {Igor Burago and
Davide Callegaro and
Marco Levorato and
Sameer Singh},
editor = {Michael B. Matthews},
title = {Intelligent data filtering in constrained IoT systems},
booktitle = {51st Asilomar Conference on Signals, Systems, and Computers, {ACSSC}
2017, Pacific Grove, CA, USA, October 29 - November 1, 2017},
pages = {928--935},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ACSSC.2017.8335485},
doi = {10.1109/ACSSC.2017.8335485},
timestamp = {Mon, 09 Aug 2021 14:54:04 +0200},
biburl = {https://dblp.org/rec/conf/acssc/BuragoCL017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/LoganHS17,
author = {Robert L. Logan IV and
Samuel Humeau and
Sameer Singh},
title = {Multimodal Attribute Extraction},
booktitle = {6th Workshop on Automated Knowledge Base Construction, AKBC@NIPS 2017,
Long Beach, California, USA, December 8, 2017},
publisher = {OpenReview.net},
year = {2017},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/akbc/LoganHS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/PezeshkpourCS17,
author = {Pouya Pezeshkpour and
Liyan Chen and
Sameer Singh},
title = {Embedding Multimodal Relational Data},
booktitle = {6th Workshop on Automated Knowledge Base Construction, AKBC@NIPS 2017,
Long Beach, California, USA, December 8, 2017},
publisher = {OpenReview.net},
year = {2017},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/akbc/PezeshkpourCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/AgostinelliHSB17,
author = {Forest Agostinelli and
Guillaume Hocquet and
Sameer Singh and
Pierre Baldi},
editor = {Lev I. Rozonoer and
Boris G. Mirkin and
Ilya Muchnik},
title = {From Reinforcement Learning to Deep Reinforcement Learning: An Overview},
booktitle = {Braverman Readings in Machine Learning. Key Ideas from Inception to
Current State - International Conference Commemorating the 40th Anniversary
of Emmanuil Braverman's Decease, Boston, MA, USA, April 28-30, 2017,
Invited Talks},
series = {Lecture Notes in Computer Science},
volume = {11100},
pages = {298--328},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-99492-5\_13},
doi = {10.1007/978-3-319-99492-5\_13},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/birthday/AgostinelliHSB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GuptaSR17,
author = {Nitish Gupta and
Sameer Singh and
Dan Roth},
editor = {Martha Palmer and
Rebecca Hwa and
Sebastian Riedel},
title = {Entity Linking via Joint Encoding of Types, Descriptions, and Context},
booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2017, Copenhagen, Denmark, September
9-11, 2017},
pages = {2681--2690},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/d17-1284},
doi = {10.18653/V1/D17-1284},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GuptaSR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ita/BuragoL017,
author = {Igor Burago and
Marco Levorato and
Sameer Singh},
title = {Semantic compression for edge-assisted systems},
booktitle = {2017 Information Theory and Applications Workshop, {ITA} 2017, San
Diego, CA, USA, February 12-17, 2017},
pages = {1--7},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ITA.2017.8023457},
doi = {10.1109/ITA.2017.8023457},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/ita/BuragoL017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BuragoLS17,
author = {Igor Burago and
Marco Levorato and
Sameer Singh},
title = {Semantic Compression for Edge-Assisted Systems},
journal = {CoRR},
volume = {abs/1702.05863},
year = {2017},
url = {http://arxiv.org/abs/1702.05863},
eprinttype = {arXiv},
eprint = {1702.05863},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BuragoLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KordjamshidiSKC17,
author = {Parisa Kordjamshidi and
Sameer Singh and
Daniel Khashabi and
Christos Christodoulopoulos and
Mark Sammons and
Saurabh Sinha and
Dan Roth},
title = {Relational Learning and Feature Extraction by Querying over Heterogeneous
Information Networks},
journal = {CoRR},
volume = {abs/1707.07794},
year = {2017},
url = {http://arxiv.org/abs/1707.07794},
eprinttype = {arXiv},
eprint = {1707.07794},
timestamp = {Mon, 29 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/KordjamshidiSKC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-11342,
author = {Zhengli Zhao and
Dheeru Dua and
Sameer Singh},
title = {Generating Natural Adversarial Examples},
journal = {CoRR},
volume = {abs/1710.11342},
year = {2017},
url = {http://arxiv.org/abs/1710.11342},
eprinttype = {arXiv},
eprint = {1710.11342},
timestamp = {Wed, 03 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-11342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-11118,
author = {Robert L. Logan IV and
Samuel Humeau and
Sameer Singh},
title = {Multimodal Attribute Extraction},
journal = {CoRR},
volume = {abs/1711.11118},
year = {2017},
url = {http://arxiv.org/abs/1711.11118},
eprinttype = {arXiv},
eprint = {1711.11118},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-11118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SinghR16,
author = {Sameer Singh and
Sebastian Riedel},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Creating Interactive and Visual Educational Resources for {AI}},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {4101--4106},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.9851},
doi = {10.1609/AAAI.V30I1.9851},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SinghR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Rashkin0C16,
author = {Hannah Rashkin and
Sameer Singh and
Yejin Choi},
title = {Connotation Frames: {A} Data-Driven Investigation},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
1: Long Papers},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/p16-1030},
doi = {10.18653/V1/P16-1030},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/Rashkin0C16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/KordjamshidiKCM16,
author = {Parisa Kordjamshidi and
Daniel Khashabi and
Christos Christodoulopoulos and
Bhargav Mangipudi and
Sameer Singh and
Dan Roth},
editor = {Nicoletta Calzolari and
Yuji Matsumoto and
Rashmi Prasad},
title = {Better call Saul: Flexible Programming for Learning and Inference
in {NLP}},
booktitle = {{COLING} 2016, 26th International Conference on Computational Linguistics,
Proceedings of the Conference: Technical Papers, December 11-16, 2016,
Osaka, Japan},
pages = {3030--3040},
publisher = {{ACL}},
year = {2016},
url = {https://aclanthology.org/C16-1285/},
timestamp = {Mon, 29 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/coling/KordjamshidiKCM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Ribeiro0G16,
author = {Marco T{\'{u}}lio Ribeiro and
Sameer Singh and
Carlos Guestrin},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {"Why Should {I} Trust You?": Explaining the Predictions
of Any Classifier},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1135--1144},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939778},
doi = {10.1145/2939672.2939778},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Ribeiro0G16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/Ribeiro0G16,
author = {Marco T{\'{u}}lio Ribeiro and
Sameer Singh and
Carlos Guestrin},
title = {"Why Should {I} Trust You?": Explaining the Predictions
of Any Classifier},
booktitle = {Proceedings of the Demonstrations Session, {NAACL} {HLT} 2016, The
2016 Conference of the North American Chapter of the Association for
Computational Linguistics: Human Language Technologies, San Diego
California, USA, June 12-17, 2016},
pages = {97--101},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/n16-3020},
doi = {10.18653/V1/N16-3020},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/Ribeiro0G16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/akbc/2016,
editor = {Jay Pujara and
Tim Rockt{\"{a}}schel and
Danqi Chen and
Sameer Singh},
title = {Proceedings of the 5th Workshop on Automated Knowledge Base Construction,
AKBC@NAACL-HLT 2016, San Diego, CA, USA, June 17, 2016},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://aclanthology.org/volumes/W16-13/},
isbn = {978-1-941643-53-2},
timestamp = {Thu, 14 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/akbc/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RibeiroSG16,
author = {Marco T{\'{u}}lio Ribeiro and
Sameer Singh and
Carlos Guestrin},
title = {"Why Should {I} Trust You?": Explaining the Predictions
of Any Classifier},
journal = {CoRR},
volume = {abs/1602.04938},
year = {2016},
url = {http://arxiv.org/abs/1602.04938},
eprinttype = {arXiv},
eprint = {1602.04938},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RibeiroSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RibeiroSG16a,
author = {Marco T{\'{u}}lio Ribeiro and
Sameer Singh and
Carlos Guestrin},
title = {Model-Agnostic Interpretability of Machine Learning},
journal = {CoRR},
volume = {abs/1606.05386},
year = {2016},
url = {http://arxiv.org/abs/1606.05386},
eprinttype = {arXiv},
eprint = {1606.05386},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RibeiroSG16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Ribeiro0G16,
author = {Marco T{\'{u}}lio Ribeiro and
Sameer Singh and
Carlos Guestrin},
title = {Nothing Else Matters: Model-Agnostic Explanations By Identifying Prediction
Invariance},
journal = {CoRR},
volume = {abs/1611.05817},
year = {2016},
url = {http://arxiv.org/abs/1611.05817},
eprinttype = {arXiv},
eprint = {1611.05817},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Ribeiro0G16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0001RG16,
author = {Sameer Singh and
Marco T{\'{u}}lio Ribeiro and
Carlos Guestrin},
title = {Programs as Black-Box Explanations},
journal = {CoRR},
volume = {abs/1611.07579},
year = {2016},
url = {http://arxiv.org/abs/1611.07579},
eprinttype = {arXiv},
eprint = {1611.07579},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0001RG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/LingSW15,
author = {Xiao Ling and
Sameer Singh and
Daniel S. Weld},
title = {Design Challenges for Entity Linking},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {3},
pages = {315--328},
year = {2015},
url = {https://doi.org/10.1162/tacl\_a\_00141},
doi = {10.1162/TACL\_A\_00141},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/LingSW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/Bouchard0T15,
author = {Guillaume Bouchard and
Sameer Singh and
Th{\'{e}}o Trouillon},
title = {On Approximate Reasoning Capabilities of Low-Rank Vector Spaces},
booktitle = {2015 {AAAI} Spring Symposia, Stanford University, Palo Alto, California,
USA, March 22-25, 2015},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/SSS/SSS15/paper/view/10257},
timestamp = {Wed, 14 Nov 2018 14:01:49 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/Bouchard0T15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/CarmonaR0015,
author = {Vicente Iv{\'{a}}n S{\'{a}}nchez Carmona and
Tim Rockt{\"{a}}schel and
Sebastian Riedel and
Sameer Singh},
title = {Towards Extracting Faithful and Descriptive Representations of Latent
Variable Models},
booktitle = {2015 {AAAI} Spring Symposia, Stanford University, Palo Alto, California,
USA, March 22-25, 2015},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/SSS/SSS15/paper/view/10304},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/CarmonaR0015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenSTG15,
author = {Tianqi Chen and
Sameer Singh and
Ben Taskar and
Carlos Guestrin},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Efficient Second-Order Gradient Boosting for Conditional Random Fields},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/chen15b.html},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/ChenSTG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/SinghRHNR15,
author = {Sameer Singh and
Tim Rockt{\"{a}}schel and
Luke Hewitt and
Jason Naradowsky and
Sebastian Riedel},
editor = {Rada Mihalcea and
Joyce Yue Chai and
Anoop Sarkar},
title = {{WOLFE:} An NLP-friendly Declarative Machine Learning Stack},
booktitle = {{NAACL} {HLT} 2015, The 2015 Conference of the North American Chapter
of the Association for Computational Linguistics: Human Language Technologies,
Denver, Colorado, USA, May 31 - June 5, 2015},
pages = {61--65},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/n15-3013},
doi = {10.3115/V1/N15-3013},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/SinghRHNR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/0001RR15,
author = {Sameer Singh and
Tim Rockt{\"{a}}schel and
Sebastian Riedel},
editor = {Phil Blunsom and
Shay B. Cohen and
Paramveer S. Dhillon and
Percy Liang},
title = {Towards Combined Matrix and Tensor Factorization for Universal Schema
Relation Extraction},
booktitle = {Proceedings of the 1st Workshop on Vector Space Modeling for Natural
Language Processing, VS@NAACL-HLT 2015, June 5, 2015, Denver, Colorado,
{USA}},
pages = {135--142},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/w15-1519},
doi = {10.3115/V1/W15-1519},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/0001RR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/RocktaschelSR15,
author = {Tim Rockt{\"{a}}schel and
Sameer Singh and
Sebastian Riedel},
editor = {Rada Mihalcea and
Joyce Yue Chai and
Anoop Sarkar},
title = {Injecting Logical Background Knowledge into Embeddings for Relation
Extraction},
booktitle = {{NAACL} {HLT} 2015, The 2015 Conference of the North American Chapter
of the Association for Computational Linguistics: Human Language Technologies,
Denver, Colorado, USA, May 31 - June 5, 2015},
pages = {1119--1129},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/n15-1118},
doi = {10.3115/V1/N15-1118},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/RocktaschelSR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slsp/RiedelSBRS15,
author = {Sebastian Riedel and
Sameer Singh and
Guillaume Bouchard and
Tim Rockt{\"{a}}schel and
Vicente Iv{\'{a}}n S{\'{a}}nchez Carmona},
editor = {Adrian{-}Horia Dediu and
Carlos Mart{\'{\i}}n{-}Vide and
Kl{\'{a}}ra Vicsi},
title = {Towards Two-Way Interaction with Reading Machines},
booktitle = {Statistical Language and Speech Processing - Third International Conference,
{SLSP} 2015, Budapest, Hungary, November 24-26, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9449},
pages = {1--7},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-25789-1\_1},
doi = {10.1007/978-3-319-25789-1\_1},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/slsp/RiedelSBRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GuptaS15,
author = {Nitish Gupta and
Sameer Singh},
title = {Collectively Embedding Multi-Relational Data for Predicting User Preferences},
journal = {CoRR},
volume = {abs/1504.06165},
year = {2015},
url = {http://arxiv.org/abs/1504.06165},
eprinttype = {arXiv},
eprint = {1504.06165},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GuptaS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RashkinSC15,
author = {Hannah Rashkin and
Sameer Singh and
Yejin Choi},
title = {Connotation Frames: Typed Relations of Implied Sentiment in Predicate-Argument
Structure},
journal = {CoRR},
volume = {abs/1506.02739},
year = {2015},
url = {http://arxiv.org/abs/1506.02739},
eprinttype = {arXiv},
eprint = {1506.02739},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RashkinSC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RiedelSSRVN14,
author = {Sebastian Riedel and
Sameer Singh and
Vivek Srikumar and
Tim Rockt{\"{a}}schel and
Larysa Visengeriyeva and
Jan Noessner},
title = {{WOLFE:} Strength Reduction and Approximate Programming for Probabilistic
Programming},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8860},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RiedelSSRVN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trec/CanoSG14,
author = {Ignacio Cano and
Sameer Singh and
Carlos Guestrin},
editor = {Ellen M. Voorhees and
Angela Ellis},
title = {Distributed Non-Parametric Representations for Vital Filtering: {UW}
at {TREC} {KBA} 2014},
booktitle = {Proceedings of The Twenty-Third Text REtrieval Conference, {TREC}
2014, Gaithersburg, Maryland, USA, November 19-21, 2014},
series = {{NIST} Special Publication},
volume = {500-308},
publisher = {National Institute of Standards and Technology {(NIST)}},
year = {2014},
url = {http://trec.nist.gov/pubs/trec23/papers/pro-UW\_kba.pdf},
timestamp = {Wed, 03 Feb 2021 08:31:24 +0100},
biburl = {https://dblp.org/rec/conf/trec/CanoSG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SinghRMZM13,
author = {Sameer Singh and
Sebastian Riedel and
Brian Martin and
Jiaping Zheng and
Andrew McCallum},
editor = {Fabian M. Suchanek and
Sebastian Riedel and
Sameer Singh and
Partha Pratim Talukdar},
title = {Joint inference of entities, relations, and coreference},
booktitle = {Proceedings of the 2013 workshop on Automated knowledge base construction,
AKBC@CIKM 13, San Francisco, California, USA, October 27-28, 2013},
pages = {1--6},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2509558.2509559},
doi = {10.1145/2509558.2509559},
timestamp = {Tue, 06 Nov 2018 16:57:47 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SinghRMZM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WickSKM13,
author = {Michael L. Wick and
Sameer Singh and
Ari Kobren and
Andrew McCallum},
editor = {Fabian M. Suchanek and
Sebastian Riedel and
Sameer Singh and
Partha Pratim Talukdar},
title = {Assessing confidence of knowledge base content with an experimental
study in entity resolution},
booktitle = {Proceedings of the 2013 workshop on Automated knowledge base construction,
AKBC@CIKM 13, San Francisco, California, USA, October 27-28, 2013},
pages = {13--18},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2509558.2509561},
doi = {10.1145/2509558.2509561},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WickSKM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WickSPM13,
author = {Michael L. Wick and
Sameer Singh and
Harshal Pandya and
Andrew McCallum},
editor = {Fabian M. Suchanek and
Sebastian Riedel and
Sameer Singh and
Partha Pratim Talukdar},
title = {A joint model for discovering and linking entities},
booktitle = {Proceedings of the 2013 workshop on Automated knowledge base construction,
AKBC@CIKM 13, San Francisco, California, USA, October 27-28, 2013},
pages = {67--72},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2509558.2509570},
doi = {10.1145/2509558.2509570},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WickSPM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SinghG13,
author = {Sameer Singh and
Thore Graepel},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Automated probabilistic modeling for relational data},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {1497--1500},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2507828},
doi = {10.1145/2505515.2507828},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SinghG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SuchanekRST13,
author = {Fabian M. Suchanek and
Sebastian Riedel and
Sameer Singh and
Partha Pratim Talukdar},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {{AKBC} 2013: third workshop on automated knowledge base construction},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {2539--2540},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505806},
doi = {10.1145/2505515.2505806},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SuchanekRST13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/ZhengVSCM13,
author = {Jiaping Zheng and
Luke Vilnis and
Sameer Singh and
Jinho D. Choi and
Andrew McCallum},
editor = {Julia Hockenmaier and
Sebastian Riedel},
title = {Dynamic Knowledge-Base Alignment for Coreference Resolution},
booktitle = {Proceedings of the Seventeenth Conference on Computational Natural
Language Learning, CoNLL 2013, Sofia, Bulgaria, August 8-9, 2013},
pages = {153--162},
publisher = {{ACL}},
year = {2013},
url = {https://aclanthology.org/W13-3517/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/ZhengVSCM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cikm/2013akbc,
editor = {Fabian M. Suchanek and
Sebastian Riedel and
Sameer Singh and
Partha Pratim Talukdar},
title = {Proceedings of the 2013 workshop on Automated knowledge base construction,
AKBC@CIKM 13, San Francisco, California, USA, October 27-28, 2013},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2509558},
doi = {10.1145/2509558},
isbn = {978-1-4503-2411-3},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/2013akbc.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/SinghYBKAWPPCMM13,
author = {Sameer Singh and
Limin Yao and
David Belanger and
Ari Kobren and
Sam Anzaroot and
Mike Wick and
Alexandre Passos and
Harshal Pandya and
Jinho D. Choi and
Brian Martin and
Andrew McCallum},
title = {Universal Schema for Slot Filling and Cold Start: UMass {IESL} at
{TACKBP} 2013},
booktitle = {Proceedings of the Sixth Text Analysis Conference, {TAC} 2013, Gaithersburg,
Maryland, USA, November 18-19, 2013},
publisher = {{NIST}},
year = {2013},
url = {https://tac.nist.gov/publications/2013/participant.papers/UMass\_IESL.TAC2013.proceedings.pdf},
timestamp = {Tue, 20 Aug 2019 13:25:17 +0200},
biburl = {https://dblp.org/rec/conf/tac/SinghYBKAWPPCMM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SinghRM13,
author = {Sameer Singh and
Sebastian Riedel and
Andrew McCallum},
title = {Anytime Belief Propagation Using Sparse Domains},
journal = {CoRR},
volume = {abs/1311.3368},
year = {2013},
url = {http://arxiv.org/abs/1311.3368},
eprinttype = {arXiv},
eprint = {1311.3368},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SinghRM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WickSM12,
author = {Michael L. Wick and
Sameer Singh and
Andrew McCallum},
title = {A Discriminative Hierarchical Model for Fast Coreference at Large
Scale},
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 = {379--388},
publisher = {The Association for Computer Linguistics},
year = {2012},
url = {https://aclanthology.org/P12-1040/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/WickSM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SinghWM12,
author = {Sameer Singh and
Michael L. Wick and
Andrew McCallum},
editor = {Jun'ichi Tsujii and
James Henderson and
Marius Pasca},
title = {Monte Carlo {MCMC:} Efficient Inference by Approximate Sampling},
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 = {1104--1113},
publisher = {{ACL}},
year = {2012},
url = {https://aclanthology.org/D12-1101/},
timestamp = {Thu, 14 Apr 2022 16:28:48 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SinghWM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/SinghWM12,
author = {Sameer Singh and
Michael L. Wick and
Andrew McCallum},
editor = {James Fan and
Raphael Hoffman and
Aditya Kalyanpur and
Sebastian Riedel and
Fabian M. Suchanek and
Partha Pratim Talukdar},
title = {Monte Carlo {MCMC:} Efficient Inference by Sampling Factors},
booktitle = {Proceedings of the Joint Workshop on Automatic Knowledge Base Construction
and Web-scale Knowledge Extraction, AKBC-WEKEX@NAACL-HLT 2012, Montr{\`{e}}al,
Canada, June 7-8, 2012},
pages = {111--115},
publisher = {Association for Computational Linguistics},
year = {2012},
url = {https://aclanthology.org/W12-3021/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/SinghWM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-0967,
author = {Sameer Singh and
Thore Graepel},
title = {Compiling Relational Database Schemata into Probabilistic Graphical
Models},
journal = {CoRR},
volume = {abs/1212.0967},
year = {2012},
url = {http://arxiv.org/abs/1212.0967},
eprinttype = {arXiv},
eprint = {1212.0967},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-0967.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SinghSPM11,
author = {Sameer Singh and
Amarnag Subramanya and
Fernando C. N. Pereira and
Andrew McCallum},
editor = {Dekang Lin and
Yuji Matsumoto and
Rada Mihalcea},
title = {Large-Scale Cross-Document Coreference Using Distributed Inference
and Hierarchical Models},
booktitle = {The 49th Annual Meeting of the Association for Computational Linguistics:
Human Language Technologies, Proceedings of the Conference, 19-24
June, 2011, Portland, Oregon, {USA}},
pages = {793--803},
publisher = {The Association for Computer Linguistics},
year = {2011},
url = {https://aclanthology.org/P11-1080/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SinghSPM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/SinghHL10,
author = {Sameer Singh and
Dustin Hillard and
Chris Leggetter},
title = {Minimally-Supervised Extraction of Entities from Text Advertisements},
booktitle = {Human Language Technologies: Conference of the North American Chapter
of the Association of Computational Linguistics, Proceedings, June
2-4, 2010, Los Angeles, California, {USA}},
pages = {73--81},
publisher = {The Association for Computational Linguistics},
year = {2010},
url = {https://aclanthology.org/N10-1009/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/SinghHL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/SinghYRM10,
author = {Sameer Singh and
Limin Yao and
Sebastian Riedel and
Andrew McCallum},
title = {Constraint-Driven Rank-Based Learning for Information Extraction},
booktitle = {Human Language Technologies: Conference of the North American Chapter
of the Association of Computational Linguistics, Proceedings, June
2-4, 2010, Los Angeles, California, {USA}},
pages = {729--732},
publisher = {The Association for Computational Linguistics},
year = {2010},
url = {https://aclanthology.org/N10-1111/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/SinghYRM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1005-4298,
author = {Sameer Singh and
Michael L. Wick and
Andrew McCallum},
title = {Distantly Labeling Data for Large Scale Cross-Document Coreference},
journal = {CoRR},
volume = {abs/1005.4298},
year = {2010},
url = {http://arxiv.org/abs/1005.4298},
eprinttype = {arXiv},
eprint = {1005.4298},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1005-4298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/McCallumSS09,
author = {Andrew McCallum and
Karl Schultz and
Sameer Singh},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {{FACTORIE:} Probabilistic Programming via Imperatively Defined Factor
Graphs},
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 = {1249--1257},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/847cc55b7032108eee6dd897f3bca8a5-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/McCallumSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WickRSM09,
author = {Michael L. Wick and
Khashayar Rohanimanesh and
Sameer Singh and
Andrew McCallum},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Training Factor Graphs with Reinforcement Learning for Efficient {MAP}
Inference},
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 = {2044--2052},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/e205ee2a5de471a70c1fd1b46033a75f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WickRSM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SinghSM09,
author = {Sameer Singh and
Karl Schultz and
Andrew McCallum},
editor = {Wray L. Buntine and
Marko Grobelnik and
Dunja Mladenic and
John Shawe{-}Taylor},
title = {Bi-directional Joint Inference for Entity Resolution and Segmentation
Using Imperatively-Defined Factor Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5782},
pages = {414--429},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04174-7\_27},
doi = {10.1007/978-3-642-04174-7\_27},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SinghSM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SinghKLS09,
author = {Sameer Singh and
Jeremy Kubica and
Scott Larsen and
Daria Sorokina},
title = {Parallel Large Scale Feature Selection for Logistic Regression},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {1172--1183},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.100},
doi = {10.1137/1.9781611972795.100},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SinghKLS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/FeitelsonABEMOSSXS07,
author = {Dror G. Feitelson and
Tokunbo O. S. Adeshiyan and
Daniel Balasubramanian and
Yoav Etsion and
Gabor Madl and
Esteban Osses and
Sameer Singh and
Karlkim Suwanmongkol and
Minhui Xie and
Stephen R. Schach},
title = {Fine-grain analysis of common coupling and its application to a Linux
case study},
journal = {J. Syst. Softw.},
volume = {80},
number = {8},
pages = {1239--1255},
year = {2007},
url = {https://doi.org/10.1016/j.jss.2006.12.550},
doi = {10.1016/J.JSS.2006.12.550},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jss/FeitelsonABEMOSSXS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sqj/SchachABMOSSXF07,
author = {Stephen R. Schach and
Tokunbo O. S. Adeshiyan and
Daniel Balasubramanian and
Gabor Madl and
Esteban Osses and
Sameer Singh and
Karlkim Suwanmongkol and
Minhui Xie and
Dror G. Feitelson},
title = {Common coupling and pointer variables, with application to a Linux
case study},
journal = {Softw. Qual. J.},
volume = {15},
number = {1},
pages = {99--113},
year = {2007},
url = {https://doi.org/10.1007/s11219-006-9005-0},
doi = {10.1007/S11219-006-9005-0},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sqj/SchachABMOSSXF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/SinghA06,
author = {Sameer Singh and
Julie A. Adams},
title = {Transfer of Learning for Complex Task Domains: a Demonstration using
Multiple Robots},
booktitle = {Proceedings of the 2006 {IEEE} International Conference on Robotics
and Automation, {ICRA} 2006, May 15-19, 2006, Orlando, Florida, {USA}},
pages = {3332--3337},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ROBOT.2006.1642210},
doi = {10.1109/ROBOT.2006.1642210},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/SinghA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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