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ORCIDBibTeX records: Pengcheng Yin
@article{DBLP:journals/tgrs/ZhangLNYDWLZZ24,
author = {Hui Zhang and
Wei Liu and
Hao Niu and
Pengcheng Yin and
Shiling Dong and
Jialin Wu and
Erzhu Li and
Lianpeng Zhang and
Changming Zhu},
title = {Land Cover Change Detection Based on Vector Polygons and Deep Learning
With High-Resolution Remote Sensing Images},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {62},
pages = {1--18},
year = {2024},
url = {https://doi.org/10.1109/TGRS.2023.3346968},
doi = {10.1109/TGRS.2023.3346968},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/ZhangLNYDWLZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/LiaoMLLY24,
author = {Ningyi Liao and
Dingheng Mo and
Siqiang Luo and
Xiang Li and
Pengcheng Yin},
title = {Scalable decoupling graph neural network with feature-oriented optimization},
journal = {{VLDB} J.},
volume = {33},
number = {3},
pages = {667--683},
year = {2024},
url = {https://doi.org/10.1007/s00778-023-00829-6},
doi = {10.1007/S00778-023-00829-6},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/LiaoMLLY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShiHDYZS24,
author = {Kensen Shi and
Joey Hong and
Yinlin Deng and
Pengcheng Yin and
Manzil Zaheer and
Charles Sutton},
title = {ExeDec: Execution Decomposition for Compositional Generalization in
Neural Program Synthesis},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=oTRwljRgiv},
timestamp = {Mon, 29 Jul 2024 16:19:40 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShiHDYZS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AllamanisPY24,
author = {Miltiadis Allamanis and
Sheena Panthaplackel and
Pengcheng Yin},
title = {Unsupervised Evaluation of Code LLMs with Round-Trip Correctness},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=YnFuUX08CE},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/AllamanisPY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NiACDSSY24,
author = {Ansong Ni and
Miltiadis Allamanis and
Arman Cohan and
Yinlin Deng and
Kensen Shi and
Charles Sutton and
Pengcheng Yin},
title = {NExT: Teaching Large Language Models to Reason about Code Execution},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=B1W712hMBi},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NiACDSSY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08073,
author = {Yeming Wen and
Pengcheng Yin and
Kensen Shi and
Henryk Michalewski and
Swarat Chaudhuri and
Alex Polozov},
title = {Grounding Data Science Code Generation with Input-Output Specifications},
journal = {CoRR},
volume = {abs/2402.08073},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08073},
doi = {10.48550/ARXIV.2402.08073},
eprinttype = {arXiv},
eprint = {2402.08073},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08073.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08699,
author = {Miltiadis Allamanis and
Sheena Panthaplackel and
Pengcheng Yin},
title = {Unsupervised Evaluation of Code LLMs with Round-Trip Correctness},
journal = {CoRR},
volume = {abs/2402.08699},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08699},
doi = {10.48550/ARXIV.2402.08699},
eprinttype = {arXiv},
eprint = {2402.08699},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14734,
author = {Qiushi Sun and
Zhirui Chen and
Fangzhi Xu and
Kanzhi Cheng and
Chang Ma and
Zhangyue Yin and
Jianing Wang and
Chengcheng Han and
Renyu Zhu and
Shuai Yuan and
Qipeng Guo and
Xipeng Qiu and
Pengcheng Yin and
Xiaoli Li and
Fei Yuan and
Lingpeng Kong and
Xiang Li and
Zhiyong Wu},
title = {A Survey of Neural Code Intelligence: Paradigms, Advances and Beyond},
journal = {CoRR},
volume = {abs/2403.14734},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14734},
doi = {10.48550/ARXIV.2403.14734},
eprinttype = {arXiv},
eprint = {2403.14734},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14734.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-14662,
author = {Ansong Ni and
Miltiadis Allamanis and
Arman Cohan and
Yinlin Deng and
Kensen Shi and
Charles Sutton and
Pengcheng Yin},
title = {NExT: Teaching Large Language Models to Reason about Code Execution},
journal = {CoRR},
volume = {abs/2404.14662},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.14662},
doi = {10.48550/ARXIV.2404.14662},
eprinttype = {arXiv},
eprint = {2404.14662},
timestamp = {Sat, 25 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-14662.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-09522,
author = {Hanjun Dai and
Bethany Wang and
Xingchen Wan and
Bo Dai and
Sherry Yang and
Azade Nova and
Pengcheng Yin and
Phitchaya Mangpo Phothilimthana and
Charles Sutton and
Dale Schuurmans},
title = {{UQE:} {A} Query Engine for Unstructured Databases},
journal = {CoRR},
volume = {abs/2407.09522},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.09522},
doi = {10.48550/ARXIV.2407.09522},
eprinttype = {arXiv},
eprint = {2407.09522},
timestamp = {Fri, 06 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-09522.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-10956,
author = {Ruisheng Cao and
Fangyu Lei and
Haoyuan Wu and
Jixuan Chen and
Yeqiao Fu and
Hongcheng Gao and
Xinzhuang Xiong and
Hanchong Zhang and
Yuchen Mao and
Wenjing Hu and
Tianbao Xie and
Hongshen Xu and
Danyang Zhang and
Sida Wang and
Ruoxi Sun and
Pengcheng Yin and
Caiming Xiong and
Ansong Ni and
Qian Liu and
Victor Zhong and
Lu Chen and
Kai Yu and
Tao Yu},
title = {Spider2-V: How Far Are Multimodal Agents From Automating Data Science
and Engineering Workflows?},
journal = {CoRR},
volume = {abs/2407.10956},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.10956},
doi = {10.48550/ARXIV.2407.10956},
eprinttype = {arXiv},
eprint = {2407.10956},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-10956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-04820,
author = {Kensen Shi and
Deniz Altinb{\"{u}}ken and
Saswat Anand and
Mihai Christodorescu and
Katja Gr{\"{u}}nwedel and
Alexa Koenings and
Sai Naidu and
Anurag Pathak and
Marc Rasi and
Fredde Ribeiro and
Brandon Ruffin and
Siddhant Sanyam and
Maxim Tabachnyk and
Sara Toth and
Roy Tu and
Tobias Welp and
Pengcheng Yin and
Manzil Zaheer and
Satish Chandra and
Charles Sutton},
title = {Natural Language Outlines for Code: Literate Programming in the {LLM}
Era},
journal = {CoRR},
volume = {abs/2408.04820},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.04820},
doi = {10.48550/ARXIV.2408.04820},
eprinttype = {arXiv},
eprint = {2408.04820},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-04820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChowdheryNDBMRBCSGSSTMRBTSPRDHPBAI23,
author = {Aakanksha Chowdhery and
Sharan Narang and
Jacob Devlin and
Maarten Bosma and
Gaurav Mishra and
Adam Roberts and
Paul Barham and
Hyung Won Chung and
Charles Sutton and
Sebastian Gehrmann and
Parker Schuh and
Kensen Shi and
Sasha Tsvyashchenko and
Joshua Maynez and
Abhishek Rao and
Parker Barnes and
Yi Tay and
Noam Shazeer and
Vinodkumar Prabhakaran and
Emily Reif and
Nan Du and
Ben Hutchinson and
Reiner Pope and
James Bradbury and
Jacob Austin and
Michael Isard and
Guy Gur{-}Ari and
Pengcheng Yin and
Toju Duke and
Anselm Levskaya and
Sanjay Ghemawat and
Sunipa Dev and
Henryk Michalewski and
Xavier Garcia and
Vedant Misra and
Kevin Robinson and
Liam Fedus and
Denny Zhou and
Daphne Ippolito and
David Luan and
Hyeontaek Lim and
Barret Zoph and
Alexander Spiridonov and
Ryan Sepassi and
David Dohan and
Shivani Agrawal and
Mark Omernick and
Andrew M. Dai and
Thanumalayan Sankaranarayana Pillai and
Marie Pellat and
Aitor Lewkowycz and
Erica Moreira and
Rewon Child and
Oleksandr Polozov and
Katherine Lee and
Zongwei Zhou and
Xuezhi Wang and
Brennan Saeta and
Mark Diaz and
Orhan Firat and
Michele Catasta and
Jason Wei and
Kathy Meier{-}Hellstern and
Douglas Eck and
Jeff Dean and
Slav Petrov and
Noah Fiedel},
title = {PaLM: Scaling Language Modeling with Pathways},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {240:1--240:113},
year = {2023},
url = {https://jmlr.org/papers/v24/22-1144.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChowdheryNDBMRBCSGSSTMRBTSPRDHPBAI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosem/DramkoLYSANVG23,
author = {Luke Dramko and
Jeremy Lacomis and
Pengcheng Yin and
Edward J. Schwartz and
Miltiadis Allamanis and
Graham Neubig and
Bogdan Vasilescu and
Claire {Le Goues}},
title = {{DIRE} and its Data: Neural Decompiled Variable Renamings with Respect
to Software Class},
journal = {{ACM} Trans. Softw. Eng. Methodol.},
volume = {32},
number = {2},
pages = {39:1--39:34},
year = {2023},
url = {https://doi.org/10.1145/3546946},
doi = {10.1145/3546946},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tosem/DramkoLYSANVG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YinLXRWSHBCMPS23,
author = {Pengcheng Yin and
Wen{-}Ding Li and
Kefan Xiao and
Abhishek Rao and
Yeming Wen and
Kensen Shi and
Joshua Howland and
Paige Bailey and
Michele Catasta and
Henryk Michalewski and
Oleksandr Polozov and
Charles Sutton},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Natural Language to Code Generation in Interactive Data Science Notebooks},
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 = {126--173},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.9},
doi = {10.18653/V1/2023.ACL-LONG.9},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YinLXRWSHBCMPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SunASNDYP23,
author = {Ruoxi Sun and
Sercan {\"{O}}. Arik and
Rajarishi Sinha and
Hootan Nakhost and
Hanjun Dai and
Pengcheng Yin and
Tomas Pfister},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {542--550},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.39},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.39},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SunASNDYP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PeiBSSY23,
author = {Kexin Pei and
David Bieber and
Kensen Shi and
Charles Sutton and
Pengcheng Yin},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Can Large Language Models Reason about Program Invariants?},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {27496--27520},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/pei23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/PeiBSSY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00739,
author = {Ruoxi Sun and
Sercan {\"{O}}. Arik and
Hootan Nakhost and
Hanjun Dai and
Rajarishi Sinha and
Pengcheng Yin and
Tomas Pfister},
title = {SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL},
journal = {CoRR},
volume = {abs/2306.00739},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.00739},
doi = {10.48550/ARXIV.2306.00739},
eprinttype = {arXiv},
eprint = {2306.00739},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-00739.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-13883,
author = {Kensen Shi and
Joey Hong and
Manzil Zaheer and
Pengcheng Yin and
Charles Sutton},
title = {ExeDec: Execution Decomposition for Compositional Generalization in
Neural Program Synthesis},
journal = {CoRR},
volume = {abs/2307.13883},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.13883},
doi = {10.48550/ARXIV.2307.13883},
eprinttype = {arXiv},
eprint = {2307.13883},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-13883.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-17446,
author = {Ansong Ni and
Pengcheng Yin and
Yilun Zhao and
Martin Riddell and
Troy Feng and
Rui Shen and
Stephen Yin and
Ye Liu and
Semih Yavuz and
Caiming Xiong and
Shafiq Joty and
Yingbo Zhou and
Dragomir Radev and
Arman Cohan},
title = {L2CEval: Evaluating Language-to-Code Generation Capabilities of Large
Language Models},
journal = {CoRR},
volume = {abs/2309.17446},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.17446},
doi = {10.48550/ARXIV.2309.17446},
eprinttype = {arXiv},
eprint = {2309.17446},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-17446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-02883,
author = {Ruoxi Sun and
Sercan {\"{O}}. Arik and
Rajarishi Sinha and
Hootan Nakhost and
Hanjun Dai and
Pengcheng Yin and
Tomas Pfister},
title = {SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data},
journal = {CoRR},
volume = {abs/2311.02883},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.02883},
doi = {10.48550/ARXIV.2311.02883},
eprinttype = {arXiv},
eprint = {2311.02883},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-02883.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-17311,
author = {Xinyun Chen and
Renat Aksitov and
Uri Alon and
Jie Ren and
Kefan Xiao and
Pengcheng Yin and
Sushant Prakash and
Charles Sutton and
Xuezhi Wang and
Denny Zhou},
title = {Universal Self-Consistency for Large Language Model Generation},
journal = {CoRR},
volume = {abs/2311.17311},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.17311},
doi = {10.48550/ARXIV.2311.17311},
eprinttype = {arXiv},
eprint = {2311.17311},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-17311.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LiaoMLLY22,
author = {Ningyi Liao and
Dingheng Mo and
Siqiang Luo and
Xiang Li and
Pengcheng Yin},
title = {{SCARA:} Scalable Graph Neural Networks with Feature-Oriented Optimization},
journal = {Proc. {VLDB} Endow.},
volume = {15},
number = {11},
pages = {3240--3248},
year = {2022},
url = {https://www.vldb.org/pvldb/vol15/p3240-liao.pdf},
doi = {10.14778/3551793.3551866},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/LiaoMLLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YinWSN22,
author = {Pengcheng Yin and
John Wieting and
Avirup Sil and
Graham Neubig},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {On The Ingredients of an Effective Zero-shot Semantic Parser},
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 = {1455--1474},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.103},
doi = {10.18653/V1/2022.ACL-LONG.103},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YinWSN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhouZY0YCN22,
author = {Shuyan Zhou and
Li Zhang and
Yue Yang and
Qing Lyu and
Pengcheng Yin and
Chris Callison{-}Burch and
Graham Neubig},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured
Web Data},
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 = {2998--3012},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.214},
doi = {10.18653/V1/2022.ACL-LONG.214},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/ZhouZY0YCN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/XieW0ZSYWZYWZWL22,
author = {Tianbao Xie and
Chen Henry Wu and
Peng Shi and
Ruiqi Zhong and
Torsten Scholak and
Michihiro Yasunaga and
Chien{-}Sheng Wu and
Ming Zhong and
Pengcheng Yin and
Sida I. Wang and
Victor Zhong and
Bailin Wang and
Chengzu Li and
Connor Boyle and
Ansong Ni and
Ziyu Yao and
Dragomir Radev and
Caiming Xiong and
Lingpeng Kong and
Rui Zhang and
Noah A. Smith and
Luke Zettlemoyer and
Tao Yu},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding
with Text-to-Text Language Models},
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 = {602--631},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.39},
doi = {10.18653/V1/2022.EMNLP-MAIN.39},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/XieW0ZSYWZYWZWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-05966,
author = {Tianbao Xie and
Chen Henry Wu and
Peng Shi and
Ruiqi Zhong and
Torsten Scholak and
Michihiro Yasunaga and
Chien{-}Sheng Wu and
Ming Zhong and
Pengcheng Yin and
Sida I. Wang and
Victor Zhong and
Bailin Wang and
Chengzu Li and
Connor Boyle and
Ansong Ni and
Ziyu Yao and
Dragomir R. Radev and
Caiming Xiong and
Lingpeng Kong and
Rui Zhang and
Noah A. Smith and
Luke Zettlemoyer and
Tao Yu},
title = {UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding
with Text-to-Text Language Models},
journal = {CoRR},
volume = {abs/2201.05966},
year = {2022},
url = {https://arxiv.org/abs/2201.05966},
eprinttype = {arXiv},
eprint = {2201.05966},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-05966.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-07264,
author = {Shuyan Zhou and
Li Zhang and
Yue Yang and
Qing Lyu and
Pengcheng Yin and
Chris Callison{-}Burch and
Graham Neubig},
title = {Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured
Web Data},
journal = {CoRR},
volume = {abs/2203.07264},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.07264},
doi = {10.48550/ARXIV.2203.07264},
eprinttype = {arXiv},
eprint = {2203.07264},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-07264.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-02311,
author = {Aakanksha Chowdhery and
Sharan Narang and
Jacob Devlin and
Maarten Bosma and
Gaurav Mishra and
Adam Roberts and
Paul Barham and
Hyung Won Chung and
Charles Sutton and
Sebastian Gehrmann and
Parker Schuh and
Kensen Shi and
Sasha Tsvyashchenko and
Joshua Maynez and
Abhishek Rao and
Parker Barnes and
Yi Tay and
Noam Shazeer and
Vinodkumar Prabhakaran and
Emily Reif and
Nan Du and
Ben Hutchinson and
Reiner Pope and
James Bradbury and
Jacob Austin and
Michael Isard and
Guy Gur{-}Ari and
Pengcheng Yin and
Toju Duke and
Anselm Levskaya and
Sanjay Ghemawat and
Sunipa Dev and
Henryk Michalewski and
Xavier Garcia and
Vedant Misra and
Kevin Robinson and
Liam Fedus and
Denny Zhou and
Daphne Ippolito and
David Luan and
Hyeontaek Lim and
Barret Zoph and
Alexander Spiridonov and
Ryan Sepassi and
David Dohan and
Shivani Agrawal and
Mark Omernick and
Andrew M. Dai and
Thanumalayan Sankaranarayana Pillai and
Marie Pellat and
Aitor Lewkowycz and
Erica Moreira and
Rewon Child and
Oleksandr Polozov and
Katherine Lee and
Zongwei Zhou and
Xuezhi Wang and
Brennan Saeta and
Mark Diaz and
Orhan Firat and
Michele Catasta and
Jason Wei and
Kathy Meier{-}Hellstern and
Douglas Eck and
Jeff Dean and
Slav Petrov and
Noah Fiedel},
title = {PaLM: Scaling Language Modeling with Pathways},
journal = {CoRR},
volume = {abs/2204.02311},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.02311},
doi = {10.48550/ARXIV.2204.02311},
eprinttype = {arXiv},
eprint = {2204.02311},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-02311.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-03758,
author = {Kensen Shi and
Joey Hong and
Manzil Zaheer and
Pengcheng Yin and
Charles Sutton},
title = {Compositional Generalization and Decomposition in Neural Program Synthesis},
journal = {CoRR},
volume = {abs/2204.03758},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.03758},
doi = {10.48550/ARXIV.2204.03758},
eprinttype = {arXiv},
eprint = {2204.03758},
timestamp = {Wed, 13 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-03758.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-09179,
author = {Ningyi Liao and
Dingheng Mo and
Siqiang Luo and
Xiang Li and
Pengcheng Yin},
title = {{SCARA:} Scalable Graph Neural Networks with Feature-Oriented Optimization},
journal = {CoRR},
volume = {abs/2207.09179},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.09179},
doi = {10.48550/ARXIV.2207.09179},
eprinttype = {arXiv},
eprint = {2207.09179},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-09179.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-09248,
author = {Pengcheng Yin and
Wen{-}Ding Li and
Kefan Xiao and
Abhishek Rao and
Yeming Wen and
Kensen Shi and
Joshua Howland and
Paige Bailey and
Michele Catasta and
Henryk Michalewski and
Alex Polozov and
Charles Sutton},
title = {Natural Language to Code Generation in Interactive Data Science Notebooks},
journal = {CoRR},
volume = {abs/2212.09248},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.09248},
doi = {10.48550/ARXIV.2212.09248},
eprinttype = {arXiv},
eprint = {2212.09248},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-09248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/YinPZLFH21,
author = {Pengcheng Yin and
Linning Peng and
Junqing Zhang and
Ming Liu and
Hua Fu and
Aiqun Hu},
title = {{LTE} Device Identification Based on {RF} Fingerprint with Multi-Channel
Convolutional Neural Network},
booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2021, Madrid,
Spain, December 7-11, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/GLOBECOM46510.2021.9685067},
doi = {10.1109/GLOBECOM46510.2021.9685067},
timestamp = {Fri, 29 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globecom/YinPZLFH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YaoXYSN21,
author = {Ziyu Yao and
Frank F. Xu and
Pengcheng Yin and
Huan Sun and
Graham Neubig},
title = {Learning Structural Edits via Incremental Tree Transformations},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=v9hAX77--cZ},
timestamp = {Wed, 31 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YaoXYSN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/YinFNPPSTA21,
author = {Pengcheng Yin and
Hao Fang and
Graham Neubig and
Adam Pauls and
Emmanouil Antonios Platanios and
Yu Su and
Sam Thomson and
Jacob Andreas},
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 = {Compositional Generalization for Neural Semantic Parsing via Span-level
Supervised Attention},
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 = {2810--2823},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.225},
doi = {10.18653/V1/2021.NAACL-MAIN.225},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/YinFNPPSTA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-12087,
author = {Ziyu Yao and
Frank F. Xu and
Pengcheng Yin and
Huan Sun and
Graham Neubig},
title = {Learning Structural Edits via Incremental Tree Transformations},
journal = {CoRR},
volume = {abs/2101.12087},
year = {2021},
url = {https://arxiv.org/abs/2101.12087},
eprinttype = {arXiv},
eprint = {2101.12087},
timestamp = {Wed, 31 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-12087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-08214,
author = {Shuyan Zhou and
Pengcheng Yin and
Graham Neubig},
title = {Hierarchical Control of Situated Agents through Natural Language},
journal = {CoRR},
volume = {abs/2109.08214},
year = {2021},
url = {https://arxiv.org/abs/2109.08214},
eprinttype = {arXiv},
eprint = {2109.08214},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-08214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-13498,
author = {Alex Shypula and
Pengcheng Yin and
Jeremy Lacomis and
Claire {Le Goues} and
Edward J. Schwartz and
Graham Neubig},
title = {Learning to Superoptimize Real-world Programs},
journal = {CoRR},
volume = {abs/2109.13498},
year = {2021},
url = {https://arxiv.org/abs/2109.13498},
eprinttype = {arXiv},
eprint = {2109.13498},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-13498.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08381,
author = {Pengcheng Yin and
John Wieting and
Avirup Sil and
Graham Neubig},
title = {On The Ingredients of an Effective Zero-shot Semantic Parser},
journal = {CoRR},
volume = {abs/2110.08381},
year = {2021},
url = {https://arxiv.org/abs/2110.08381},
eprinttype = {arXiv},
eprint = {2110.08381},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-08381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgi/YinZSHSW20,
author = {Pengcheng Yin and
Ji{-}yi Zhang and
Xiying Sun and
Di Hu and
Zhifeng Shi and
Chengyan Wu},
title = {A Vertex Concavity-Convexity Detection Method for Three-Dimensional
Spatial Objects Based on Geometric Algebra},
journal = {{ISPRS} Int. J. Geo Inf.},
volume = {9},
number = {1},
pages = {25},
year = {2020},
url = {https://doi.org/10.3390/ijgi9010025},
doi = {10.3390/IJGI9010025},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijgi/YinZSHSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NiYN20,
author = {Ansong Ni and
Pengcheng Yin and
Graham Neubig},
title = {Merging Weak and Active Supervision for Semantic Parsing},
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 = {8536--8543},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i05.6375},
doi = {10.1609/AAAI.V34I05.6375},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NiYN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/XuJYVN20,
author = {Frank F. Xu and
Zhengbao Jiang and
Pengcheng Yin and
Bogdan Vasilescu and
Graham Neubig},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Incorporating External Knowledge through Pre-training for Natural
Language to Code Generation},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {6045--6052},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.538},
doi = {10.18653/V1/2020.ACL-MAIN.538},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/XuJYVN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YinNYR20,
author = {Pengcheng Yin and
Graham Neubig and
Wen{-}tau Yih and
Sebastian Riedel},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {TaBERT: Pretraining for Joint Understanding of Textual and Tabular
Data},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {8413--8426},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.745},
doi = {10.18653/V1/2020.ACL-MAIN.745},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YinNYR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/WuKWYL20,
author = {Zhiyong Wu and
Ben Kao and
Tien{-}Hsuan Wu and
Pengcheng Yin and
Qun Liu},
editor = {James Caverlee and
Xia (Ben) Hu and
Mounia Lalmas and
Wei Wang},
title = {{PERQ:} Predicting, Explaining, and Rectifying Failed Questions in
{KB-QA} Systems},
booktitle = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search
and Data Mining, Houston, TX, USA, February 3-7, 2020},
pages = {663--671},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3336191.3371782},
doi = {10.1145/3336191.3371782},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/WuKWYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-09015,
author = {Frank F. Xu and
Zhengbao Jiang and
Pengcheng Yin and
Bogdan Vasilescu and
Graham Neubig},
title = {Incorporating External Knowledge through Pre-training for Natural
Language to Code Generation},
journal = {CoRR},
volume = {abs/2004.09015},
year = {2020},
url = {https://arxiv.org/abs/2004.09015},
eprinttype = {arXiv},
eprint = {2004.09015},
timestamp = {Wed, 22 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-09015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-08314,
author = {Pengcheng Yin and
Graham Neubig and
Wen{-}tau Yih and
Sebastian Riedel},
title = {TaBERT: Pretraining for Joint Understanding of Textual and Tabular
Data},
journal = {CoRR},
volume = {abs/2005.08314},
year = {2020},
url = {https://arxiv.org/abs/2005.08314},
eprinttype = {arXiv},
eprint = {2005.08314},
timestamp = {Tue, 27 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-08314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgi/LiuCYYLXZ19,
author = {Wei Liu and
Dayu Cheng and
Pengcheng Yin and
Mengyuan Yang and
Erzhu Li and
Meng Xie and
Lianpeng Zhang},
title = {Small Manhole Cover Detection in Remote Sensing Imagery with Deep
Convolutional Neural Networks},
journal = {{ISPRS} Int. J. Geo Inf.},
volume = {8},
number = {1},
pages = {49},
year = {2019},
url = {https://doi.org/10.3390/ijgi8010049},
doi = {10.3390/IJGI8010049},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijgi/LiuCYYLXZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgi/ShiHYWCZ19,
author = {Zhifeng Shi and
Di Hu and
Pengcheng Yin and
Chun Wang and
Taisheng Chen and
Ji{-}yi Zhang},
title = {Calculation for Multidimensional Topological Relations in 3D Cadastre
Based on Geometric Algebra},
journal = {{ISPRS} Int. J. Geo Inf.},
volume = {8},
number = {11},
pages = {469},
year = {2019},
url = {https://doi.org/10.3390/ijgi8110469},
doi = {10.3390/IJGI8110469},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijgi/ShiHYWCZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YinN19,
author = {Pengcheng Yin and
Graham Neubig},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Reranking for Neural Semantic Parsing},
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 = {4553--4559},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1447},
doi = {10.18653/V1/P19-1447},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YinN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/JiangYN19,
author = {Zhengbao Jiang and
Pengcheng Yin and
Graham Neubig},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Improving Open Information Extraction via Iterative Rank-Aware Learning},
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 = {5295--5300},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1523},
doi = {10.18653/V1/P19-1523},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/JiangYN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YinNABG19,
author = {Pengcheng Yin and
Graham Neubig and
Miltiadis Allamanis and
Marc Brockschmidt and
Alexander L. Gaunt},
title = {Learning to Represent Edits},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=BJl6AjC5F7},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YinNABG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kbse/LacomisYSAGNV19,
author = {Jeremy Lacomis and
Pengcheng Yin and
Edward J. Schwartz and
Miltiadis Allamanis and
Claire {Le Goues} and
Graham Neubig and
Bogdan Vasilescu},
title = {{DIRE:} {A} Neural Approach to Decompiled Identifier Naming},
booktitle = {34th {IEEE/ACM} International Conference on Automated Software Engineering,
{ASE} 2019, San Diego, CA, USA, November 11-15, 2019},
pages = {628--639},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ASE.2019.00064},
doi = {10.1109/ASE.2019.00064},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kbse/LacomisYSAGNV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13413,
author = {Zhengbao Jiang and
Pengcheng Yin and
Graham Neubig},
title = {Improving Open Information Extraction via Iterative Rank-Aware Learning},
journal = {CoRR},
volume = {abs/1905.13413},
year = {2019},
url = {http://arxiv.org/abs/1905.13413},
eprinttype = {arXiv},
eprint = {1905.13413},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13545,
author = {Haohan Wang and
Xindi Wu and
Pengcheng Yin and
Eric P. Xing},
title = {High Frequency Component Helps Explain the Generalization of Convolutional
Neural Networks},
journal = {CoRR},
volume = {abs/1905.13545},
year = {2019},
url = {http://arxiv.org/abs/1905.13545},
eprinttype = {arXiv},
eprint = {1905.13545},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-09029,
author = {Jeremy Lacomis and
Pengcheng Yin and
Edward J. Schwartz and
Miltiadis Allamanis and
Claire {Le Goues} and
Graham Neubig and
Bogdan Vasilescu},
title = {{DIRE:} {A} Neural Approach to Decompiled Identifier Naming},
journal = {CoRR},
volume = {abs/1909.09029},
year = {2019},
url = {http://arxiv.org/abs/1909.09029},
eprinttype = {arXiv},
eprint = {1909.09029},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-09029.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-12986,
author = {Ansong Ni and
Pengcheng Yin and
Graham Neubig},
title = {Merging Weak and Active Supervision for Semantic Parsing},
journal = {CoRR},
volume = {abs/1911.12986},
year = {2019},
url = {http://arxiv.org/abs/1911.12986},
eprinttype = {arXiv},
eprint = {1911.12986},
timestamp = {Wed, 08 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-12986.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejivp/XuZYJL18,
author = {Jiaxing Xu and
Hua Zhao and
Pengcheng Yin and
Duo Jia and
Gang Li},
title = {Remote sensing classification method of vegetation dynamics based
on time series Landsat image: a case of opencast mining area in China},
journal = {{EURASIP} J. Image Video Process.},
volume = {2018},
pages = {113},
year = {2018},
url = {https://doi.org/10.1186/s13640-018-0360-0},
doi = {10.1186/S13640-018-0360-0},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejivp/XuZYJL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/information/FuYLSLZ18,
author = {Lili Fu and
Pengcheng Yin and
Gang Li and
Zhifeng Shi and
Youzhi Liu and
Ji{-}yi Zhang},
title = {Characteristics and Classification of Topological Spatial Relations
in 3-D Cadasters},
journal = {Inf.},
volume = {9},
number = {4},
pages = {71},
year = {2018},
url = {https://doi.org/10.3390/info9040071},
doi = {10.3390/INFO9040071},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/information/FuYLSLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/NeubigZYH18,
author = {Pengcheng Yin and
Chunting Zhou and
Junxian He and
Graham Neubig},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {StructVAE: Tree-structured Latent Variable Models for Semi-supervised
Semantic Parsing},
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 = {754--765},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1070/},
doi = {10.18653/V1/P18-1070},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/NeubigZYH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WuWKY18,
author = {Tien{-}Hsuan Wu and
Zhiyong Wu and
Ben Kao and
Pengcheng Yin},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Towards Practical Open Knowledge Base Canonicalization},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {883--892},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271707},
doi = {10.1145/3269206.3271707},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WuWKY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YinN18,
author = {Pengcheng Yin and
Graham Neubig},
editor = {Eduardo Blanco and
Wei Lu},
title = {{TRANX:} {A} Transition-based Neural Abstract Syntax Parser for Semantic
Parsing and Code Generation},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2018: System Demonstrations, Brussels,
Belgium, October 31 - November 4, 2018},
pages = {7--12},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-2002},
doi = {10.18653/V1/D18-2002},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YinN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HayatiOAYTN18,
author = {Shirley Anugrah Hayati and
Rapha{\"{e}}l Olivier and
Pravalika Avvaru and
Pengcheng Yin and
Anthony Tomasic and
Graham Neubig},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Retrieval-Based Neural Code Generation},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {925--930},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1111},
doi = {10.18653/V1/D18-1111},
timestamp = {Sat, 03 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HayatiOAYTN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangPYN18,
author = {Xinyi Wang and
Hieu Pham and
Pengcheng Yin and
Graham Neubig},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {A Tree-based Decoder for Neural Machine Translation},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {4772--4777},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/D18-1509/},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WangPYN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/YinDCVN18,
author = {Pengcheng Yin and
Bowen Deng and
Edgar Chen and
Bogdan Vasilescu and
Graham Neubig},
editor = {Michel Chaudron and
Ivica Crnkovic and
Marsha Chechik and
Mark Harman},
title = {Learning to mine parallel natural language/source code corpora from
stack overflow},
booktitle = {Proceedings of the 40th International Conference on Software Engineering:
Companion Proceeedings, {ICSE} 2018, Gothenburg, Sweden, May 27 -
June 03, 2018},
pages = {388--389},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3183440.3195021},
doi = {10.1145/3183440.3195021},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/YinDCVN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msr/YinDCVN08,
author = {Pengcheng Yin and
Bowen Deng and
Edgar Chen and
Bogdan Vasilescu and
Graham Neubig},
editor = {Andy Zaidman and
Yasutaka Kamei and
Emily Hill},
title = {Learning to mine aligned code and natural language pairs from stack
overflow},
booktitle = {Proceedings of the 15th International Conference on Mining Software
Repositories, {MSR} 2018, Gothenburg, Sweden, May 28-29, 2018},
pages = {476--486},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3196398.3196408},
doi = {10.1145/3196398.3196408},
timestamp = {Wed, 11 Aug 2021 17:02:31 +0200},
biburl = {https://dblp.org/rec/conf/msr/YinDCVN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08949,
author = {Pengcheng Yin and
Bowen Deng and
Edgar Chen and
Bogdan Vasilescu and
Graham Neubig},
title = {Learning to Mine Aligned Code and Natural Language Pairs from Stack
Overflow},
journal = {CoRR},
volume = {abs/1805.08949},
year = {2018},
url = {http://arxiv.org/abs/1805.08949},
eprinttype = {arXiv},
eprint = {1805.08949},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08949.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-07832,
author = {Pengcheng Yin and
Chunting Zhou and
Junxian He and
Graham Neubig},
title = {StructVAE: Tree-structured Latent Variable Models for Semi-supervised
Semantic Parsing},
journal = {CoRR},
volume = {abs/1806.07832},
year = {2018},
url = {http://arxiv.org/abs/1806.07832},
eprinttype = {arXiv},
eprint = {1806.07832},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-07832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-09374,
author = {Xinyi Wang and
Hieu Pham and
Pengcheng Yin and
Graham Neubig},
title = {A Tree-based Decoder for Neural Machine Translation},
journal = {CoRR},
volume = {abs/1808.09374},
year = {2018},
url = {http://arxiv.org/abs/1808.09374},
eprinttype = {arXiv},
eprint = {1808.09374},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-09374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-10025,
author = {Shirley Anugrah Hayati and
Rapha{\"{e}}l Olivier and
Pravalika Avvaru and
Pengcheng Yin and
Anthony Tomasic and
Graham Neubig},
title = {Retrieval-Based Neural Code Generation},
journal = {CoRR},
volume = {abs/1808.10025},
year = {2018},
url = {http://arxiv.org/abs/1808.10025},
eprinttype = {arXiv},
eprint = {1808.10025},
timestamp = {Sat, 03 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-10025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-02720,
author = {Pengcheng Yin and
Graham Neubig},
title = {{TRANX:} {A} Transition-based Neural Abstract Syntax Parser for Semantic
Parsing and Code Generation},
journal = {CoRR},
volume = {abs/1810.02720},
year = {2018},
url = {http://arxiv.org/abs/1810.02720},
eprinttype = {arXiv},
eprint = {1810.02720},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-02720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-13337,
author = {Pengcheng Yin and
Graham Neubig and
Miltiadis Allamanis and
Marc Brockschmidt and
Alexander L. Gaunt},
title = {Learning to Represent Edits},
journal = {CoRR},
volume = {abs/1810.13337},
year = {2018},
url = {http://arxiv.org/abs/1810.13337},
eprinttype = {arXiv},
eprint = {1810.13337},
timestamp = {Thu, 08 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-13337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tlsdkcs/LiangYY17,
author = {Yuzhi Liang and
Pengcheng Yin and
Siu{-}Ming Yiu},
title = {New Word Detection and Tagging on Chinese Twitter Stream},
journal = {Trans. Large Scale Data Knowl. Centered Syst.},
volume = {32},
pages = {69--90},
year = {2017},
url = {https://doi.org/10.1007/978-3-662-55608-5\_4},
doi = {10.1007/978-3-662-55608-5\_4},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tlsdkcs/LiangYY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YinN17,
author = {Pengcheng Yin and
Graham Neubig},
editor = {Regina Barzilay and
Min{-}Yen Kan},
title = {A Syntactic Neural Model for General-Purpose Code Generation},
booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2017, Vancouver, Canada, July 30 - August 4, Volume
1: Long Papers},
pages = {440--450},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/P17-1041},
doi = {10.18653/V1/P17-1041},
timestamp = {Fri, 06 Aug 2021 00:40:58 +0200},
biburl = {https://dblp.org/rec/conf/acl/YinN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NeubigDGMAABCCC17,
author = {Graham Neubig and
Chris Dyer and
Yoav Goldberg and
Austin Matthews and
Waleed Ammar and
Antonios Anastasopoulos and
Miguel Ballesteros and
David Chiang and
Daniel Clothiaux and
Trevor Cohn and
Kevin Duh and
Manaal Faruqui and
Cynthia Gan and
Dan Garrette and
Yangfeng Ji and
Lingpeng Kong and
Adhiguna Kuncoro and
Gaurav Kumar and
Chaitanya Malaviya and
Paul Michel and
Yusuke Oda and
Matthew Richardson and
Naomi Saphra and
Swabha Swayamdipta and
Pengcheng Yin},
title = {DyNet: The Dynamic Neural Network Toolkit},
journal = {CoRR},
volume = {abs/1701.03980},
year = {2017},
url = {http://arxiv.org/abs/1701.03980},
eprinttype = {arXiv},
eprint = {1701.03980},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NeubigDGMAABCCC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YinN17,
author = {Pengcheng Yin and
Graham Neubig},
title = {A Syntactic Neural Model for General-Purpose Code Generation},
journal = {CoRR},
volume = {abs/1704.01696},
year = {2017},
url = {http://arxiv.org/abs/1704.01696},
eprinttype = {arXiv},
eprint = {1704.01696},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YinN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaYLNH17,
author = {Xuezhe Ma and
Pengcheng Yin and
Jingzhou Liu and
Graham Neubig and
Eduard H. Hovy},
title = {Softmax Q-Distribution Estimation for Structured Prediction: {A} Theoretical
Interpretation for {RAML}},
journal = {CoRR},
volume = {abs/1705.07136},
year = {2017},
url = {http://arxiv.org/abs/1705.07136},
eprinttype = {arXiv},
eprint = {1705.07136},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaYLNH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgi/ZhangYLGZF16,
author = {Ji{-}yi Zhang and
Pengcheng Yin and
Gang Li and
Hehe Gu and
Hua Zhao and
Jianchun Fu},
title = {3D Cadastral Data Model Based on Conformal Geometry Algebra},
journal = {{ISPRS} Int. J. Geo Inf.},
volume = {5},
number = {2},
pages = {20},
year = {2016},
url = {https://doi.org/10.3390/ijgi5020020},
doi = {10.3390/IJGI5020020},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijgi/ZhangYLGZF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YinLLK16,
author = {Pengcheng Yin and
Zhengdong Lu and
Hang Li and
Ben Kao},
editor = {Subbarao Kambhampati},
title = {Neural Enquirer: Learning to Query Tables in Natural Language},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {2308--2314},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/329},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YinLLK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YinDKBZ15,
author = {Pengcheng Yin and
Nan Duan and
Ben Kao and
Junwei Bao and
Ming Zhou},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {Answering Questions with Complex Semantic Constraints on Open Knowledge
Bases},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {1301--1310},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806542},
doi = {10.1145/2806416.2806542},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/YinDKBZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/LiangYY15,
author = {Yuzhi Liang and
Pengcheng Yin and
Siu{-}Ming Yiu},
editor = {Sanjay Madria and
Takahiro Hara},
title = {New Word Detection and Tagging on Chinese Twitter Stream},
booktitle = {Big Data Analytics and Knowledge Discovery - 17th International Conference,
DaWaK 2015, Valencia, Spain, September 1-4, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9263},
pages = {310--321},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-22729-0\_24},
doi = {10.1007/978-3-319-22729-0\_24},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dawak/LiangYY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YinLLK15,
author = {Pengcheng Yin and
Zhengdong Lu and
Hang Li and
Ben Kao},
title = {Neural Enquirer: Learning to Query Tables},
journal = {CoRR},
volume = {abs/1512.00965},
year = {2015},
url = {http://arxiv.org/abs/1512.00965},
eprinttype = {arXiv},
eprint = {1512.00965},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YinLLK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/WangYLPSO13,
author = {Zhouxi Wang and
Pengcheng Yin and
Joslynn S. Lee and
Ramya Parasuram and
Srinivas Somarowthu and
Mary Jo Ondrechen},
title = {Protein function annotation with Structurally Aligned Local Sites
of Activity (SALSAs)},
journal = {{BMC} Bioinform.},
volume = {14},
number = {{S-3}},
pages = {S13},
year = {2013},
url = {https://doi.org/10.1186/1471-2105-14-S3-S13},
doi = {10.1186/1471-2105-14-S3-S13},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/WangYLPSO13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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