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BibTeX records: Jason Phang
@article{DBLP:journals/corr/abs-2402-16817, author = {Jason Phang}, title = {Investigating the Effectiveness of HyperTuning via Gisting}, journal = {CoRR}, volume = {abs/2402.16817}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.16817}, doi = {10.48550/ARXIV.2402.16817}, eprinttype = {arXiv}, eprint = {2402.16817}, timestamp = {Mon, 25 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-16817.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/MichaelHPMWCMNP23, author = {Julian Michael and Ari Holtzman and Alicia Parrish and Aaron Mueller and Alex Wang and Angelica Chen and Divyam Madaan and Nikita Nangia and Richard Yuanzhe Pang and Jason Phang and Samuel R. Bowman}, editor = {Anna Rogers and Jordan L. Boyd{-}Graber and Naoaki Okazaki}, title = {What Do {NLP} Researchers Believe? Results of the {NLP} Community Metasurvey}, 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 = {16334--16368}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.acl-long.903}, doi = {10.18653/V1/2023.ACL-LONG.903}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/MichaelHPMWCMNP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/PhangZL23, author = {Jason Phang and Yao Zhao and Peter J. Liu}, editor = {Houda Bouamor and Juan Pino and Kalika Bali}, title = {Investigating Efficiently Extending Transformers for Long Input Summarization}, booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023}, pages = {3946--3961}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://aclanthology.org/2023.emnlp-main.240}, timestamp = {Wed, 13 Dec 2023 17:20:20 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/PhangZL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KorbakSCBBPBP23, author = {Tomasz Korbak and Kejian Shi and Angelica Chen and Rasika Vinayak Bhalerao and Christopher L. Buckley and Jason Phang and Samuel R. Bowman and Ethan Perez}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Pretraining Language Models with Human Preferences}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {17506--17533}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/korbak23a.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/icml/KorbakSCBBPBP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/PhangMHC23, author = {Jason Phang and Yi Mao and Pengcheng He and Weizhu Chen}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {HyperTuning: Toward Adapting Large Language Models without Back-propagation}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {27854--27875}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/phang23a.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/PhangMHC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-08582, author = {Tomasz Korbak and Kejian Shi and Angelica Chen and Rasika Bhalerao and Christopher L. Buckley and Jason Phang and Samuel R. Bowman and Ethan Perez}, title = {Pretraining Language Models with Human Preferences}, journal = {CoRR}, volume = {abs/2302.08582}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.08582}, doi = {10.48550/ARXIV.2302.08582}, eprinttype = {arXiv}, eprint = {2302.08582}, timestamp = {Thu, 23 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-08582.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-08354, author = {Yujia Qin and Shengding Hu and Yankai Lin and Weize Chen and Ning Ding and Ganqu Cui and Zheni Zeng and Yufei Huang and Chaojun Xiao and Chi Han and Yi Ren Fung and Yusheng Su and Huadong Wang and Cheng Qian and Runchu Tian and Kunlun Zhu and Shihao Liang and Xingyu Shen and Bokai Xu and Zhen Zhang and Yining Ye and Bowen Li and Ziwei Tang and Jing Yi and Yuzhang Zhu and Zhenning Dai and Lan Yan and Xin Cong and Yaxi Lu and Weilin Zhao and Yuxiang Huang and Junxi Yan and Xu Han and Xian Sun and Dahai Li and Jason Phang and Cheng Yang and Tongshuang Wu and Heng Ji and Zhiyuan Liu and Maosong Sun}, title = {Tool Learning with Foundation Models}, journal = {CoRR}, volume = {abs/2304.08354}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.08354}, doi = {10.48550/ARXIV.2304.08354}, eprinttype = {arXiv}, eprint = {2304.08354}, timestamp = {Wed, 20 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-08354.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-14279, author = {Angelica Chen and Jason Phang and Alicia Parrish and Vishakh Padmakumar and Chen Zhao and Samuel R. Bowman and Kyunghyun Cho}, title = {Two Failures of Self-Consistency in the Multi-Step Reasoning of LLMs}, journal = {CoRR}, volume = {abs/2305.14279}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.14279}, doi = {10.48550/ARXIV.2305.14279}, eprinttype = {arXiv}, eprint = {2305.14279}, timestamp = {Mon, 05 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-14279.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-08963, author = {Xiangru Tang and Yiming Zong and Jason Phang and Yilun Zhao and Wangchunshu Zhou and Arman Cohan and Mark Gerstein}, title = {Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data?}, journal = {CoRR}, volume = {abs/2309.08963}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.08963}, doi = {10.48550/ARXIV.2309.08963}, eprinttype = {arXiv}, eprint = {2309.08963}, timestamp = {Mon, 25 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-08963.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/ParrishCNPPTHB22, author = {Alicia Parrish and Angelica Chen and Nikita Nangia and Vishakh Padmakumar and Jason Phang and Jana Thompson and Phu Mon Htut and Samuel R. Bowman}, editor = {Smaranda Muresan and Preslav Nakov and Aline Villavicencio}, title = {{BBQ:} {A} hand-built bias benchmark for question answering}, booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022, Dublin, Ireland, May 22-27, 2022}, pages = {2086--2105}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.findings-acl.165}, doi = {10.18653/V1/2022.FINDINGS-ACL.165}, timestamp = {Mon, 01 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/ParrishCNPPTHB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/ScaoWHBBBEMPPRS22, author = {Teven Le Scao and Thomas Wang and Daniel Hesslow and Stas Bekman and M. Saiful Bari and Stella Biderman and Hady Elsahar and Niklas Muennighoff and Jason Phang and Ofir Press and Colin Raffel and Victor Sanh and Sheng Shen and Lintang Sutawika and Jaesung Tae and Zheng Xin Yong and Julien Launay and Iz Beltagy}, editor = {Yoav Goldberg and Zornitsa Kozareva and Yue Zhang}, title = {What Language Model to Train if You Have One Million {GPU} Hours?}, booktitle = {Findings of the Association for Computational Linguistics: {EMNLP} 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022}, pages = {765--782}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.findings-emnlp.54}, doi = {10.18653/V1/2022.FINDINGS-EMNLP.54}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/ScaoWHBBBEMPPRS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/WangPCPB22, author = {Alex Wang and Richard Yuanzhe Pang and Angelica Chen and Jason Phang and Samuel R. Bowman}, editor = {Yoav Goldberg and Zornitsa Kozareva and Yue Zhang}, title = {SQuALITY: Building a Long-Document Summarization Dataset the Hard Way}, 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 = {1139--1156}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.emnlp-main.75}, doi = {10.18653/V1/2022.EMNLP-MAIN.75}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/WangPCPB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/PangPJNPCPMT0B22, author = {Richard Yuanzhe Pang and Alicia Parrish and Nitish Joshi and Nikita Nangia and Jason Phang and Angelica Chen and Vishakh Padmakumar and Johnny Ma and Jana Thompson and He He and Samuel R. Bowman}, editor = {Marine Carpuat and Marie{-}Catherine de Marneffe and Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z}, title = {QuALITY: Question Answering with Long Input Texts, Yes!}, 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 = {5336--5358}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.naacl-main.391}, doi = {10.18653/V1/2022.NAACL-MAIN.391}, timestamp = {Mon, 01 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/naacl/PangPJNPCPMT0B22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-05212, author = {Alicia Parrish and Harsh Trivedi and Ethan Perez and Angelica Chen and Nikita Nangia and Jason Phang and Samuel R. Bowman}, title = {Single-Turn Debate Does Not Help Humans Answer Hard Reading-Comprehension Questions}, journal = {CoRR}, volume = {abs/2204.05212}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.05212}, doi = {10.48550/ARXIV.2204.05212}, eprinttype = {arXiv}, eprint = {2204.05212}, timestamp = {Wed, 13 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-05212.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-06745, author = {Sid Black and Stella Biderman and Eric Hallahan and Quentin Anthony and Leo Gao and Laurence Golding and Horace He and Connor Leahy and Kyle McDonell and Jason Phang and Michael Pieler and USVSN Sai Prashanth and Shivanshu Purohit and Laria Reynolds and Jonathan Tow and Ben Wang and Samuel Weinbach}, title = {GPT-NeoX-20B: An Open-Source Autoregressive Language Model}, journal = {CoRR}, volume = {abs/2204.06745}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.06745}, doi = {10.48550/ARXIV.2204.06745}, eprinttype = {arXiv}, eprint = {2204.06745}, timestamp = {Tue, 19 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-06745.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-11465, author = {Alex Wang and Richard Yuanzhe Pang and Angelica Chen and Jason Phang and Samuel R. Bowman}, title = {SQuALITY: Building a Long-Document Summarization Dataset the Hard Way}, journal = {CoRR}, volume = {abs/2205.11465}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.11465}, doi = {10.48550/ARXIV.2205.11465}, eprinttype = {arXiv}, eprint = {2205.11465}, timestamp = {Mon, 30 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-11465.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-04347, author = {Jason Phang and Yao Zhao and Peter J. Liu}, title = {Investigating Efficiently Extending Transformers for Long Input Summarization}, journal = {CoRR}, volume = {abs/2208.04347}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.04347}, doi = {10.48550/ARXIV.2208.04347}, eprinttype = {arXiv}, eprint = {2208.04347}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-04347.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-12852, author = {Julian Michael and Ari Holtzman and Alicia Parrish and Aaron Mueller and Alex Wang and Angelica Chen and Divyam Madaan and Nikita Nangia and Richard Yuanzhe Pang and Jason Phang and Samuel R. Bowman}, title = {What Do {NLP} Researchers Believe? Results of the {NLP} Community Metasurvey}, journal = {CoRR}, volume = {abs/2208.12852}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.12852}, doi = {10.48550/ARXIV.2208.12852}, eprinttype = {arXiv}, eprint = {2208.12852}, timestamp = {Thu, 01 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-12852.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-06413, author = {Jason Phang and Herbie Bradley and Leo Gao and Louis Castricato and Stella Biderman}, title = {EleutherAI: Going Beyond "Open Science" to "Science in the Open"}, journal = {CoRR}, volume = {abs/2210.06413}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.06413}, doi = {10.48550/ARXIV.2210.06413}, eprinttype = {arXiv}, eprint = {2210.06413}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-06413.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-10860, author = {Alicia Parrish and Harsh Trivedi and Nikita Nangia and Vishakh Padmakumar and Jason Phang and Amanpreet Singh Saimbhi and Samuel R. Bowman}, title = {Two-Turn Debate Doesn't Help Humans Answer Hard Reading Comprehension Questions}, journal = {CoRR}, volume = {abs/2210.10860}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.10860}, doi = {10.48550/ARXIV.2210.10860}, eprinttype = {arXiv}, eprint = {2210.10860}, timestamp = {Tue, 25 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-10860.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-15424, author = {Teven Le Scao and Thomas Wang and Daniel Hesslow and Lucile Saulnier and Stas Bekman and M. Saiful Bari and Stella Biderman and Hady Elsahar and Niklas Muennighoff and Jason Phang and Ofir Press and Colin Raffel and Victor Sanh and Sheng Shen and Lintang Sutawika and Jaesung Tae and Zheng Xin Yong and Julien Launay and Iz Beltagy}, title = {What Language Model to Train if You Have One Million {GPU} Hours?}, journal = {CoRR}, volume = {abs/2210.15424}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.15424}, doi = {10.48550/ARXIV.2210.15424}, eprinttype = {arXiv}, eprint = {2210.15424}, timestamp = {Wed, 02 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-15424.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-12485, author = {Jason Phang and Yi Mao and Pengcheng He and Weizhu Chen}, title = {HyperTuning: Toward Adapting Large Language Models without Back-propagation}, journal = {CoRR}, volume = {abs/2211.12485}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.12485}, doi = {10.48550/ARXIV.2211.12485}, eprinttype = {arXiv}, eprint = {2211.12485}, timestamp = {Thu, 24 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-12485.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jdi/WuHSPPMKCHMG21, author = {Nan Wu and Zhe Huang and Yiqiu Shen and Jungkyu Park and Jason Phang and Taro Makino and Sungheon Gene Kim and Kyunghyun Cho and Laura Heacock and Linda Moy and Krzysztof J. Geras}, title = {Reducing False-Positive Biopsies using Deep Neural Networks that Utilize both Local and Global Image Context of Screening Mammograms}, journal = {J. Digit. Imaging}, volume = {34}, number = {6}, pages = {1414--1423}, year = {2021}, url = {https://doi.org/10.1007/s10278-021-00530-6}, doi = {10.1007/S10278-021-00530-6}, timestamp = {Thu, 24 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jdi/WuHSPPMKCHMG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mia/ShenWPPLTHKMCG21, author = {Yiqiu Shen and Nan Wu and Jason Phang and Jungkyu Park and Kangning Liu and Sudarshini Tyagi and Laura Heacock and Sungheon Gene Kim and Linda Moy and Kyunghyun Cho and Krzysztof J. Geras}, title = {An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization}, journal = {Medical Image Anal.}, volume = {68}, pages = {101908}, year = {2021}, url = {https://doi.org/10.1016/j.media.2020.101908}, doi = {10.1016/J.MEDIA.2020.101908}, timestamp = {Thu, 24 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mia/ShenWPPLTHKMCG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/VaniaHHMPPLCB20, author = {Clara Vania and Phu Mon Htut and William Huang and Dhara A. Mungra and Richard Yuanzhe Pang and Jason Phang and Haokun Liu and Kyunghyun Cho and Samuel R. Bowman}, editor = {Chengqing Zong and Fei Xia and Wenjie Li and Roberto Navigli}, title = {Comparing Test Sets with Item Response Theory}, 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 = {1141--1158}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.acl-long.92}, doi = {10.18653/V1/2021.ACL-LONG.92}, timestamp = {Mon, 09 Aug 2021 16:25:37 +0200}, biburl = {https://dblp.org/rec/conf/acl/VaniaHHMPPLCB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/blackboxnlp/PhangLB21, author = {Jason Phang and Haokun Liu and Samuel R. Bowman}, editor = {Jasmijn Bastings and Yonatan Belinkov and Emmanuel Dupoux and Mario Giulianelli and Dieuwke Hupkes and Yuval Pinter and Hassan Sajjad}, title = {Fine-Tuned Transformers Show Clusters of Similar Representations Across Layers}, 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 = {529--538}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.blackboxnlp-1.42}, doi = {10.18653/V1/2021.BLACKBOXNLP-1.42}, timestamp = {Fri, 15 Sep 2023 14:10:05 +0200}, biburl = {https://dblp.org/rec/conf/blackboxnlp/PhangLB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2101-00027, author = {Leo Gao and Stella Biderman and Sid Black and Laurence Golding and Travis Hoppe and Charles Foster and Jason Phang and Horace He and Anish Thite and Noa Nabeshima and Shawn Presser and Connor Leahy}, title = {The Pile: An 800GB Dataset of Diverse Text for Language Modeling}, journal = {CoRR}, volume = {abs/2101.00027}, year = {2021}, url = {https://arxiv.org/abs/2101.00027}, eprinttype = {arXiv}, eprint = {2101.00027}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-00027.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-00840, author = {Clara Vania and Phu Mon Htut and William Huang and Dhara A. Mungra and Richard Yuanzhe Pang and Jason Phang and Haokun Liu and Kyunghyun Cho and Samuel R. Bowman}, title = {Comparing Test Sets with Item Response Theory}, journal = {CoRR}, volume = {abs/2106.00840}, year = {2021}, url = {https://arxiv.org/abs/2106.00840}, eprinttype = {arXiv}, eprint = {2106.00840}, timestamp = {Wed, 09 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-00840.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-08406, author = {Jason Phang and Haokun Liu and Samuel R. Bowman}, title = {Fine-Tuned Transformers Show Clusters of Similar Representations Across Layers}, journal = {CoRR}, volume = {abs/2109.08406}, year = {2021}, url = {https://arxiv.org/abs/2109.08406}, eprinttype = {arXiv}, eprint = {2109.08406}, timestamp = {Wed, 22 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-08406.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-08193, author = {Alicia Parrish and Angelica Chen and Nikita Nangia and Vishakh Padmakumar and Jason Phang and Jana Thompson and Phu Mon Htut and Samuel R. Bowman}, title = {{BBQ:} {A} Hand-Built Bias Benchmark for Question Answering}, journal = {CoRR}, volume = {abs/2110.08193}, year = {2021}, url = {https://arxiv.org/abs/2110.08193}, eprinttype = {arXiv}, eprint = {2110.08193}, timestamp = {Fri, 22 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-08193.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-08181, author = {Jason Phang and Angelica Chen and William Huang and Samuel R. Bowman}, title = {Adversarially Constructed Evaluation Sets Are More Challenging, but May Not Be Fair}, journal = {CoRR}, volume = {abs/2111.08181}, year = {2021}, url = {https://arxiv.org/abs/2111.08181}, eprinttype = {arXiv}, eprint = {2111.08181}, timestamp = {Mon, 22 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-08181.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-08608, author = {Richard Yuanzhe Pang and Alicia Parrish and Nitish Joshi and Nikita Nangia and Jason Phang and Angelica Chen and Vishakh Padmakumar and Johnny Ma and Jana Thompson and He He and Samuel R. Bowman}, title = {QuALITY: Question Answering with Long Input Texts, Yes!}, journal = {CoRR}, volume = {abs/2112.08608}, year = {2021}, url = {https://arxiv.org/abs/2112.08608}, eprinttype = {arXiv}, eprint = {2112.08608}, timestamp = {Tue, 04 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-08608.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmi/WuPPSHZJFKKWPGL20, author = {Nan Wu and Jason Phang and Jungkyu Park and Yiqiu Shen and Zhe Huang and Masha Zorin and Stanislaw Jastrzebski and Thibault F{\'{e}}vry and Joe Katsnelson and Eric Kim and Stacey Wolfson and Ujas Parikh and Sushma Gaddam and Leng Leng Young Lin and Kara Ho and Joshua D. Weinstein and Beatriu Reig and Yiming Gao and Hildegard Toth and Kristine Pysarenko and Alana Lewin and Jiyon Lee and Krystal Airola and Eralda Mema and Stephanie Chung and Esther Hwang and Naziya Samreen and Sungheon Gene Kim and Laura Heacock and Linda Moy and Kyunghyun Cho and Krzysztof J. Geras}, title = {Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening}, journal = {{IEEE} Trans. Medical Imaging}, volume = {39}, number = {4}, pages = {1184--1194}, year = {2020}, url = {https://doi.org/10.1109/TMI.2019.2945514}, doi = {10.1109/TMI.2019.2945514}, timestamp = {Thu, 24 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmi/WuPPSHZJFKKWPGL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/PruksachatkunYL20, author = {Yada Pruksachatkun and Philip Yeres and Haokun Liu and Jason Phang and Phu Mon Htut and Alex Wang and Ian Tenney and Samuel R. Bowman}, editor = {Asli Celikyilmaz and Tsung{-}Hsien Wen}, title = {jiant: {A} Software Toolkit for Research on General-Purpose Text Understanding Models}, booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, {ACL} 2020, Online, July 5-10, 2020}, pages = {109--117}, publisher = {Association for Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.acl-demos.15}, doi = {10.18653/V1/2020.ACL-DEMOS.15}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/PruksachatkunYL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/PruksachatkunPL20, author = {Yada Pruksachatkun and Jason Phang and Haokun Liu and Phu Mon Htut and Xiaoyi Zhang and Richard Yuanzhe Pang and Clara Vania and Katharina Kann and Samuel R. Bowman}, editor = {Dan Jurafsky and Joyce Chai and Natalie Schluter and Joel R. Tetreault}, title = {Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work?}, booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, {ACL} 2020, Online, July 5-10, 2020}, pages = {5231--5247}, publisher = {Association for Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.acl-main.467}, doi = {10.18653/V1/2020.ACL-MAIN.467}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/PruksachatkunPL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnlp/PhangCHPLVKB20, author = {Jason Phang and Iacer Calixto and Phu Mon Htut and Yada Pruksachatkun and Haokun Liu and Clara Vania and Katharina Kann and Samuel R. Bowman}, editor = {Kam{-}Fai Wong and Kevin Knight and Hua Wu}, title = {English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too}, booktitle = {Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, {AACL/IJCNLP} 2020, Suzhou, China, December 4-7, 2020}, pages = {557--575}, publisher = {Association for Computational Linguistics}, year = {2020}, url = {https://aclanthology.org/2020.aacl-main.56/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnlp/PhangCHPLVKB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-07613, author = {Yiqiu Shen and Nan Wu and Jason Phang and Jungkyu Park and Kangning Liu and Sudarshini Tyagi and Laura Heacock and Sungheon Gene Kim and Linda Moy and Kyunghyun Cho and Krzysztof J. Geras}, title = {An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization}, journal = {CoRR}, volume = {abs/2002.07613}, year = {2020}, url = {https://arxiv.org/abs/2002.07613}, eprinttype = {arXiv}, eprint = {2002.07613}, timestamp = {Thu, 24 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-07613.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-02249, author = {Yada Pruksachatkun and Philip Yeres and Haokun Liu and Jason Phang and Phu Mon Htut and Alex Wang and Ian Tenney and Samuel R. Bowman}, title = {jiant: {A} Software Toolkit for Research on General-Purpose Text Understanding Models}, journal = {CoRR}, volume = {abs/2003.02249}, year = {2020}, url = {https://arxiv.org/abs/2003.02249}, eprinttype = {arXiv}, eprint = {2003.02249}, timestamp = {Thu, 25 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-02249.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-00628, author = {Yada Pruksachatkun and Jason Phang and Haokun Liu and Phu Mon Htut and Xiaoyi Zhang and Richard Yuanzhe Pang and Clara Vania and Katharina Kann and Samuel R. Bowman}, title = {Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work?}, journal = {CoRR}, volume = {abs/2005.00628}, year = {2020}, url = {https://arxiv.org/abs/2005.00628}, eprinttype = {arXiv}, eprint = {2005.00628}, timestamp = {Fri, 08 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-00628.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-13013, author = {Jason Phang and Phu Mon Htut and Yada Pruksachatkun and Haokun Liu and Clara Vania and Katharina Kann and Iacer Calixto and Samuel R. Bowman}, title = {English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too}, journal = {CoRR}, volume = {abs/2005.13013}, year = {2020}, url = {https://arxiv.org/abs/2005.13013}, eprinttype = {arXiv}, eprint = {2005.13013}, timestamp = {Thu, 28 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-13013.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-09282, author = {Nan Wu and Zhe Huang and Yiqiu Shen and Jungkyu Park and Jason Phang and Taro Makino and Sungheon Gene Kim and Kyunghyun Cho and Laura Heacock and Linda Moy and Krzysztof J. Geras}, title = {Reducing false-positive biopsies with deep neural networks that utilize local and global information in screening mammograms}, journal = {CoRR}, volume = {abs/2009.09282}, year = {2020}, url = {https://arxiv.org/abs/2009.09282}, eprinttype = {arXiv}, eprint = {2009.09282}, timestamp = {Thu, 24 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-09282.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-09750, author = {Jason Phang and Jungkyu Park and Krzysztof J. Geras}, title = {Investigating and Simplifying Masking-based Saliency Methods for Model Interpretability}, journal = {CoRR}, volume = {abs/2010.09750}, year = {2020}, url = {https://arxiv.org/abs/2010.09750}, eprinttype = {arXiv}, eprint = {2010.09750}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-09750.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/WarstadtCGPBNAB19, author = {Alex Warstadt and Yu Cao and Ioana Grosu and Wei Peng and Hagen Blix and Yining Nie and Anna Alsop and Shikha Bordia and Haokun Liu and Alicia Parrish and Sheng{-}Fu Wang and Jason Phang and Anhad Mohananey and Phu Mon Htut and Paloma Jeretic and Samuel R. Bowman}, editor = {Kentaro Inui and Jing Jiang and Vincent Ng and Xiaojun Wan}, title = {Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIs}, 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 = {2877--2887}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/D19-1286}, doi = {10.18653/V1/D19-1286}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/WarstadtCGPBNAB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/ShenWPPKMCG19, author = {Yiqiu Shen and Nan Wu and Jason Phang and Jungkyu Park and Sungheon Gene Kim and Linda Moy and Kyunghyun Cho and Krzysztof J. Geras}, editor = {Heung{-}Il Suk and Mingxia Liu and Pingkun Yan and Chunfeng Lian}, title = {Globally-Aware Multiple Instance Classifier for Breast Cancer Screening}, booktitle = {Machine Learning in Medical Imaging - 10th International Workshop, {MLMI} 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen, China, October 13, 2019, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11861}, pages = {18--26}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-32692-0\_3}, doi = {10.1007/978-3-030-32692-0\_3}, timestamp = {Thu, 24 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/miccai/ShenWPPKMCG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-08297, author = {Nan Wu and Jason Phang and Jungkyu Park and Yiqiu Shen and Zhe Huang and Masha Zorin and Stanislaw Jastrzebski and Thibault F{\'{e}}vry and Joe Katsnelson and Eric Kim and Stacey Wolfson and Ujas Parikh and Sushma Gaddam and Leng Leng Young Lin and Kara Ho and Joshua D. Weinstein and Beatriu Reig and Yiming Gao and Hildegard Toth and Kristine Pysarenko and Alana Lewin and Jiyon Lee and Krystal Airola and Eralda Mema and Stephanie Chung and Esther Hwang and Naziya Samreen and Sungheon Gene Kim and Laura Heacock and Linda Moy and Kyunghyun Cho and Krzysztof J. Geras}, title = {Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening}, journal = {CoRR}, volume = {abs/1903.08297}, year = {2019}, url = {http://arxiv.org/abs/1903.08297}, eprinttype = {arXiv}, eprint = {1903.08297}, timestamp = {Thu, 24 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-08297.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-02846, author = {Yiqiu Shen and Nan Wu and Jason Phang and Jungkyu Park and Sungheon Gene Kim and Linda Moy and Kyunghyun Cho and Krzysztof J. Geras}, title = {Globally-Aware Multiple Instance Classifier for Breast Cancer Screening}, journal = {CoRR}, volume = {abs/1906.02846}, year = {2019}, url = {http://arxiv.org/abs/1906.02846}, eprinttype = {arXiv}, eprint = {1906.02846}, timestamp = {Thu, 24 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-02846.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-13057, author = {Jungkyu Park and Jason Phang and Yiqiu Shen and Nan Wu and Sungheon Gene Kim and Linda Moy and Kyunghyun Cho and Krzysztof J. Geras}, title = {Screening Mammogram Classification with Prior Exams}, journal = {CoRR}, volume = {abs/1907.13057}, year = {2019}, url = {http://arxiv.org/abs/1907.13057}, eprinttype = {arXiv}, eprint = {1907.13057}, timestamp = {Thu, 24 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-13057.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-00615, author = {Thibault F{\'{e}}vry and Jason Phang and Nan Wu and Sungheon Gene Kim and Linda Moy and Kyunghyun Cho and Krzysztof J. Geras}, title = {Improving localization-based approaches for breast cancer screening exam classification}, journal = {CoRR}, volume = {abs/1908.00615}, year = {2019}, url = {http://arxiv.org/abs/1908.00615}, eprinttype = {arXiv}, eprint = {1908.00615}, timestamp = {Thu, 24 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-00615.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-02597, author = {Alex Warstadt and Yu Cao and Ioana Grosu and Wei Peng and Hagen Blix and Yining Nie and Anna Alsop and Shikha Bordia and Haokun Liu and Alicia Parrish and Sheng{-}Fu Wang and Jason Phang and Anhad Mohananey and Phu Mon Htut and Paloma Jeretic and Samuel R. Bowman}, title = {Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIs}, journal = {CoRR}, volume = {abs/1909.02597}, year = {2019}, url = {http://arxiv.org/abs/1909.02597}, eprinttype = {arXiv}, eprint = {1909.02597}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-02597.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-12246, author = {Phu Mon Htut and Jason Phang and Shikha Bordia and Samuel R. Bowman}, title = {Do Attention Heads in {BERT} Track Syntactic Dependencies?}, journal = {CoRR}, volume = {abs/1911.12246}, year = {2019}, url = {http://arxiv.org/abs/1911.12246}, eprinttype = {arXiv}, eprint = {1911.12246}, timestamp = {Tue, 03 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-12246.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/conll/FevryP18, author = {Thibault F{\'{e}}vry and Jason Phang}, editor = {Anna Korhonen and Ivan Titov}, title = {Unsupervised Sentence Compression using Denoising Auto-Encoders}, booktitle = {Proceedings of the 22nd Conference on Computational Natural Language Learning, CoNLL 2018, Brussels, Belgium, October 31 - November 1, 2018}, pages = {413--422}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://doi.org/10.18653/v1/k18-1040}, doi = {10.18653/V1/K18-1040}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/conll/FevryP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-02669, author = {Thibault F{\'{e}}vry and Jason Phang}, title = {Unsupervised Sentence Compression using Denoising Auto-Encoders}, journal = {CoRR}, volume = {abs/1809.02669}, year = {2018}, url = {http://arxiv.org/abs/1809.02669}, eprinttype = {arXiv}, eprint = {1809.02669}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-02669.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-01088, author = {Jason Phang and Thibault F{\'{e}}vry and Samuel R. Bowman}, title = {Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks}, journal = {CoRR}, volume = {abs/1811.01088}, year = {2018}, url = {http://arxiv.org/abs/1811.01088}, eprinttype = {arXiv}, eprint = {1811.01088}, timestamp = {Thu, 22 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-01088.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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