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ORCIDBibTeX records: Iz Beltagy
@inproceedings{DBLP:conf/eacl/MahabadiITHBPC24,
author = {Rabeeh Karimi Mahabadi and
Hamish Ivison and
Jaesung Tae and
James Henderson and
Iz Beltagy and
Matthew E. Peters and
Arman Cohan},
editor = {Yvette Graham and
Matthew Purver},
title = {{TESS:} Text-to-Text Self-Conditioned Simplex Diffusion},
booktitle = {Proceedings of the 18th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2024 - Volume 1:
Long Papers, St. Julian's, Malta, March 17-22, 2024},
pages = {2347--2361},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.eacl-long.144},
timestamp = {Tue, 02 Apr 2024 16:32:10 +0200},
biburl = {https://dblp.org/rec/conf/eacl/MahabadiITHBPC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-00159,
author = {Luca Soldaini and
Rodney Kinney and
Akshita Bhagia and
Dustin Schwenk and
David Atkinson and
Russell Authur and
Ben Bogin and
Khyathi Chandu and
Jennifer Dumas and
Yanai Elazar and
Valentin Hofmann and
Ananya Harsh Jha and
Sachin Kumar and
Li Lucy and
Xinxi Lyu and
Nathan Lambert and
Ian Magnusson and
Jacob Morrison and
Niklas Muennighoff and
Aakanksha Naik and
Crystal Nam and
Matthew E. Peters and
Abhilasha Ravichander and
Kyle Richardson and
Zejiang Shen and
Emma Strubell and
Nishant Subramani and
Oyvind Tafjord and
Pete Walsh and
Luke Zettlemoyer and
Noah A. Smith and
Hannaneh Hajishirzi and
Iz Beltagy and
Dirk Groeneveld and
Jesse Dodge and
Kyle Lo},
title = {Dolma: an Open Corpus of Three Trillion Tokens for Language Model
Pretraining Research},
journal = {CoRR},
volume = {abs/2402.00159},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.00159},
doi = {10.48550/ARXIV.2402.00159},
eprinttype = {arXiv},
eprint = {2402.00159},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-00159.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-00838,
author = {Dirk Groeneveld and
Iz Beltagy and
Pete Walsh and
Akshita Bhagia and
Rodney Kinney and
Oyvind Tafjord and
Ananya Harsh Jha and
Hamish Ivison and
Ian Magnusson and
Yizhong Wang and
Shane Arora and
David Atkinson and
Russell Authur and
Khyathi Raghavi Chandu and
Arman Cohan and
Jennifer Dumas and
Yanai Elazar and
Yuling Gu and
Jack Hessel and
Tushar Khot and
William Merrill and
Jacob Morrison and
Niklas Muennighoff and
Aakanksha Naik and
Crystal Nam and
Matthew E. Peters and
Valentina Pyatkin and
Abhilasha Ravichander and
Dustin Schwenk and
Saurabh Shah and
Will Smith and
Emma Strubell and
Nishant Subramani and
Mitchell Wortsman and
Pradeep Dasigi and
Nathan Lambert and
Kyle Richardson and
Luke Zettlemoyer and
Jesse Dodge and
Kyle Lo and
Luca Soldaini and
Noah A. Smith and
Hannaneh Hajishirzi},
title = {OLMo: Accelerating the Science of Language Models},
journal = {CoRR},
volume = {abs/2402.00838},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.00838},
doi = {10.48550/ARXIV.2402.00838},
eprinttype = {arXiv},
eprint = {2402.00838},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-00838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LyuMBZH23,
author = {Xinxi Lyu and
Sewon Min and
Iz Beltagy and
Luke Zettlemoyer and
Hannaneh Hajishirzi},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {{Z-ICL:} Zero-Shot In-Context Learning with Pseudo-Demonstrations},
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 = {2304--2317},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.129},
doi = {10.18653/V1/2023.ACL-LONG.129},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LyuMBZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YeBPRH23,
author = {Qinyuan Ye and
Iz Beltagy and
Matthew E. Peters and
Xiang Ren and
Hannaneh Hajishirzi},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {FiD-ICL: {A} Fusion-in-Decoder Approach for Efficient In-Context Learning},
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 = {8158--8185},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.454},
doi = {10.18653/V1/2023.ACL-LONG.454},
timestamp = {Sat, 23 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/YeBPRH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangIDHKCWMSBH23,
author = {Yizhong Wang and
Hamish Ivison and
Pradeep Dasigi and
Jack Hessel and
Tushar Khot and
Khyathi Chandu and
David Wadden and
Kelsey MacMillan and
Noah A. Smith and
Iz Beltagy and
Hannaneh Hajishirzi},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {How Far Can Camels Go? Exploring the State of Instruction Tuning on
Open Resources},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/ec6413875e4ab08d7bc4d8e225263398-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangIDHKCWMSBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-10140,
author = {Rodney Kinney and
Chloe Anastasiades and
Russell Authur and
Iz Beltagy and
Jonathan Bragg and
Alexandra Buraczynski and
Isabel Cachola and
Stefan Candra and
Yoganand Chandrasekhar and
Arman Cohan and
Miles Crawford and
Doug Downey and
Jason Dunkelberger and
Oren Etzioni and
Rob Evans and
Sergey Feldman and
Joseph Gorney and
David Graham and
Fangzhou Hu and
Regan Huff and
Daniel King and
Sebastian Kohlmeier and
Bailey Kuehl and
Michael Langan and
Daniel Lin and
Haokun Liu and
Kyle Lo and
Jaron Lochner and
Kelsey MacMillan and
Tyler Murray and
Chris Newell and
Smita Rao and
Shaurya Rohatgi and
Paul Sayre and
Zejiang Shen and
Amanpreet Singh and
Luca Soldaini and
Shivashankar Subramanian and
Amber Tanaka and
Alex D. Wade and
Linda Wagner and
Lucy Lu Wang and
Chris Wilhelm and
Caroline Wu and
Jiangjiang Yang and
Angele Zamarron and
Madeleine van Zuylen and
Daniel S. Weld},
title = {The Semantic Scholar Open Data Platform},
journal = {CoRR},
volume = {abs/2301.10140},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.10140},
doi = {10.48550/ARXIV.2301.10140},
eprinttype = {arXiv},
eprint = {2301.10140},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-10140.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-08379,
author = {Rabeeh Karimi Mahabadi and
Jaesung Tae and
Hamish Ivison and
James Henderson and
Iz Beltagy and
Matthew E. Peters and
Arman Cohan},
title = {{TESS:} Text-to-Text Self-Conditioned Simplex Diffusion},
journal = {CoRR},
volume = {abs/2305.08379},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.08379},
doi = {10.48550/ARXIV.2305.08379},
eprinttype = {arXiv},
eprint = {2305.08379},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-08379.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14864,
author = {Ananya Harsh Jha and
Dirk Groeneveld and
Emma Strubell and
Iz Beltagy},
title = {Large Language Model Distillation Doesn't Need a Teacher},
journal = {CoRR},
volume = {abs/2305.14864},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14864},
doi = {10.48550/ARXIV.2305.14864},
eprinttype = {arXiv},
eprint = {2305.14864},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14864.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04751,
author = {Yizhong Wang and
Hamish Ivison and
Pradeep Dasigi and
Jack Hessel and
Tushar Khot and
Khyathi Raghavi Chandu and
David Wadden and
Kelsey MacMillan and
Noah A. Smith and
Iz Beltagy and
Hannaneh Hajishirzi},
title = {How Far Can Camels Go? Exploring the State of Instruction Tuning on
Open Resources},
journal = {CoRR},
volume = {abs/2306.04751},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.04751},
doi = {10.48550/ARXIV.2306.04751},
eprinttype = {arXiv},
eprint = {2306.04751},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-04751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-09701,
author = {Hao Peng and
Qingqing Cao and
Jesse Dodge and
Matthew E. Peters and
Jared Fernandez and
Tom Sherborne and
Kyle Lo and
Sam Skjonsberg and
Emma Strubell and
Darrell Plessas and
Iz Beltagy and
Evan Pete Walsh and
Noah A. Smith and
Hannaneh Hajishirzi},
title = {Efficiency Pentathlon: {A} Standardized Arena for Efficiency Evaluation},
journal = {CoRR},
volume = {abs/2307.09701},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.09701},
doi = {10.48550/ARXIV.2307.09701},
eprinttype = {arXiv},
eprint = {2307.09701},
timestamp = {Wed, 21 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-09701.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-10702,
author = {Hamish Ivison and
Yizhong Wang and
Valentina Pyatkin and
Nathan Lambert and
Matthew E. Peters and
Pradeep Dasigi and
Joel Jang and
David Wadden and
Noah A. Smith and
Iz Beltagy and
Hannaneh Hajishirzi},
title = {Camels in a Changing Climate: Enhancing {LM} Adaptation with Tulu
2},
journal = {CoRR},
volume = {abs/2311.10702},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.10702},
doi = {10.48550/ARXIV.2311.10702},
eprinttype = {arXiv},
eprint = {2311.10702},
timestamp = {Sat, 23 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-10702.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-10253,
author = {Dirk Groeneveld and
Anas Awadalla and
Iz Beltagy and
Akshita Bhagia and
Ian Magnusson and
Hao Peng and
Oyvind Tafjord and
Pete Walsh and
Kyle Richardson and
Jesse Dodge},
title = {Catwalk: {A} Unified Language Model Evaluation Framework for Many
Datasets},
journal = {CoRR},
volume = {abs/2312.10253},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.10253},
doi = {10.48550/ARXIV.2312.10253},
eprinttype = {arXiv},
eprint = {2312.10253},
timestamp = {Wed, 21 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-10253.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-10523,
author = {Ian Magnusson and
Akshita Bhagia and
Valentin Hofmann and
Luca Soldaini and
Ananya Harsh Jha and
Oyvind Tafjord and
Dustin Schwenk and
Evan Pete Walsh and
Yanai Elazar and
Kyle Lo and
Dirk Groeneveld and
Iz Beltagy and
Hannaneh Hajishirzi and
Noah A. Smith and
Kyle Richardson and
Jesse Dodge},
title = {Paloma: {A} Benchmark for Evaluating Language Model Fit},
journal = {CoRR},
volume = {abs/2312.10523},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.10523},
doi = {10.48550/ARXIV.2312.10523},
eprinttype = {arXiv},
eprint = {2312.10523},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-10523.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/CafarellaABCCDD22,
author = {Michael J. Cafarella and
Michael R. Anderson and
Iz Beltagy and
Arie Cattan and
Sarah E. Chasins and
Ido Dagan and
Doug Downey and
Oren Etzioni and
Sergey Feldman and
Tian Gao and
Tom Hope and
Kexin Huang and
Sophie Johnson and
Daniel King and
Kyle Lo and
Yuze Lou and
Matthew D. Shapiro and
Dinghao Shen and
Shivashankar Subramanian and
Lucy Lu Wang and
Yuning Wang and
Yitong Wang and
Daniel S. Weld and
Jenny M. Vo{-}Phamhi and
Anna Zeng and
Jiayun Zou},
title = {Infrastructure for Rapid Open Knowledge Network Development},
journal = {{AI} Mag.},
volume = {43},
number = {1},
pages = {59--68},
year = {2022},
url = {https://doi.org/10.1609/aimag.v43i1.19126},
doi = {10.1609/AIMAG.V43I1.19126},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/CafarellaABCCDD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/BeltagyCLMC22,
author = {Iz Beltagy and
Arman Cohan and
Robert L. Logan IV and
Sewon Min and
Sameer Singh},
editor = {Luciana Benotti and
Naoaki Okazaki and
Yves Scherrer and
Marcos Zampieri},
title = {Zero- and Few-Shot {NLP} with Pretrained Language Models},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2022 - Tutorial Abstracts, Dublin, Ireland, May
22-27, 2022},
pages = {32--37},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-tutorials.6},
doi = {10.18653/V1/2022.ACL-TUTORIALS.6},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/BeltagyCLMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/XiaoBCC22,
author = {Wen Xiao and
Iz Beltagy and
Giuseppe Carenini and
Arman Cohan},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {{PRIMERA:} Pyramid-based Masked Sentence Pre-training for Multi-document
Summarization},
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 = {5245--5263},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.360},
doi = {10.18653/V1/2022.ACL-LONG.360},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/XiaoBCC22.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/WuLWBG0B22,
author = {Zhaofeng Wu and
Robert L. Logan IV and
Pete Walsh and
Akshita Bhagia and
Dirk Groeneveld and
Sameer Singh and
Iz Beltagy},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Continued Pretraining for Better Zero- and Few-Shot Promptability},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {4517--4531},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.300},
doi = {10.18653/V1/2022.EMNLP-MAIN.300},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WuLWBG0B22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WaddenLKCBWH22,
author = {David Wadden and
Kyle Lo and
Bailey Kuehl and
Arman Cohan and
Iz Beltagy and
Lucy Lu Wang and
Hannaneh Hajishirzi},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {SciFact-Open: Towards open-domain scientific claim verification},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {4719--4734},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.347},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.347},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WaddenLKCBWH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenWKDPB22,
author = {Sheng Shen and
Pete Walsh and
Kurt Keutzer and
Jesse Dodge and
Matthew E. Peters and
Iz Beltagy},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Staged Training for Transformer Language Models},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {19893--19908},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/shen22f.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShenWKDPB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangRHSCBLR22,
author = {Thomas Wang and
Adam Roberts and
Daniel Hesslow and
Teven Le Scao and
Hyung Won Chung and
Iz Beltagy and
Julien Launay and
Colin Raffel},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {What Language Model Architecture and Pretraining Objective Works Best
for Zero-Shot Generalization?},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {22964--22984},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/wang22u.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangRHSCBLR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/WaddenLWCBH22,
author = {David Wadden and
Kyle Lo and
Lucy Lu Wang and
Arman Cohan and
Iz Beltagy and
Hannaneh Hajishirzi},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {MultiVerS: Improving scientific claim verification with weak supervision
and full-document context},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2022, Seattle, WA, United States, July 10-15, 2022},
pages = {61--76},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-naacl.6},
doi = {10.18653/V1/2022.FINDINGS-NAACL.6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/WaddenLWCBH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/MarasovicBDP22,
author = {Ana Marasovic and
Iz Beltagy and
Doug Downey and
Matthew E. Peters},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Few-Shot Self-Rationalization with Natural Language Prompts},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2022, Seattle, WA, United States, July 10-15, 2022},
pages = {410--424},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-naacl.31},
doi = {10.18653/V1/2022.FINDINGS-NAACL.31},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/MarasovicBDP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-06211,
author = {Sheng Shen and
Pete Walsh and
Kurt Keutzer and
Jesse Dodge and
Matthew E. Peters and
Iz Beltagy},
title = {Staged Training for Transformer Language Models},
journal = {CoRR},
volume = {abs/2203.06211},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.06211},
doi = {10.48550/ARXIV.2203.06211},
eprinttype = {arXiv},
eprint = {2203.06211},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-06211.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08436,
author = {Daniel King and
Zejiang Shen and
Nishant Subramani and
Daniel S. Weld and
Iz Beltagy and
Doug Downey},
title = {Don't Say What You Don't Know: Improving the Consistency of Abstractive
Summarization by Constraining Beam Search},
journal = {CoRR},
volume = {abs/2203.08436},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08436},
doi = {10.48550/ARXIV.2203.08436},
eprinttype = {arXiv},
eprint = {2203.08436},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-05832,
author = {Thomas Wang and
Adam Roberts and
Daniel Hesslow and
Teven Le Scao and
Hyung Won Chung and
Iz Beltagy and
Julien Launay and
Colin Raffel},
title = {What Language Model Architecture and Pretraining Objective Work Best
for Zero-Shot Generalization?},
journal = {CoRR},
volume = {abs/2204.05832},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.05832},
doi = {10.48550/ARXIV.2204.05832},
eprinttype = {arXiv},
eprint = {2204.05832},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-05832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07468,
author = {Zhaofeng Wu and
William Merrill and
Hao Peng and
Iz Beltagy and
Noah A. Smith},
title = {Transparency Helps Reveal When Language Models Learn Meaning},
journal = {CoRR},
volume = {abs/2210.07468},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07468},
doi = {10.48550/ARXIV.2210.07468},
eprinttype = {arXiv},
eprint = {2210.07468},
timestamp = {Wed, 21 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-10258,
author = {Zhaofeng Wu and
Robert L. Logan IV and
Pete Walsh and
Akshita Bhagia and
Dirk Groeneveld and
Sameer Singh and
Iz Beltagy},
title = {Continued Pretraining for Better Zero- and Few-Shot Promptability},
journal = {CoRR},
volume = {abs/2210.10258},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.10258},
doi = {10.48550/ARXIV.2210.10258},
eprinttype = {arXiv},
eprint = {2210.10258},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-10258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13777,
author = {David Wadden and
Kyle Lo and
Bailey Kuehl and
Arman Cohan and
Iz Beltagy and
Lucy Lu Wang and
Hannaneh Hajishirzi},
title = {SciFact-Open: Towards open-domain scientific claim verification},
journal = {CoRR},
volume = {abs/2210.13777},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13777},
doi = {10.48550/ARXIV.2210.13777},
eprinttype = {arXiv},
eprint = {2210.13777},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13777.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-2211-05100,
author = {Teven Le Scao and
Angela Fan and
Christopher Akiki and
Ellie Pavlick and
Suzana Ilic and
Daniel Hesslow and
Roman Castagn{\'{e}} and
Alexandra Sasha Luccioni and
Fran{\c{c}}ois Yvon and
Matthias Gall{\'{e}} and
Jonathan Tow and
Alexander M. Rush and
Stella Biderman and
Albert Webson and
Pawan Sasanka Ammanamanchi and
Thomas Wang and
Beno{\^{\i}}t Sagot and
Niklas Muennighoff and
Albert Villanova del Moral and
Olatunji Ruwase and
Rachel Bawden and
Stas Bekman and
Angelina McMillan{-}Major and
Iz Beltagy and
Huu Nguyen and
Lucile Saulnier and
Samson Tan and
Pedro Ortiz Suarez and
Victor Sanh and
Hugo Lauren{\c{c}}on and
Yacine Jernite and
Julien Launay and
Margaret Mitchell and
Colin Raffel and
Aaron Gokaslan and
Adi Simhi and
Aitor Soroa and
Alham Fikri Aji and
Amit Alfassy and
Anna Rogers and
Ariel Kreisberg Nitzav and
Canwen Xu and
Chenghao Mou and
Chris Emezue and
Christopher Klamm and
Colin Leong and
Daniel van Strien and
David Ifeoluwa Adelani and
et al.},
title = {{BLOOM:} {A} 176B-Parameter Open-Access Multilingual Language Model},
journal = {CoRR},
volume = {abs/2211.05100},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05100},
doi = {10.48550/ARXIV.2211.05100},
eprinttype = {arXiv},
eprint = {2211.05100},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-09865,
author = {Xinxi Lyu and
Sewon Min and
Iz Beltagy and
Luke Zettlemoyer and
Hannaneh Hajishirzi},
title = {{Z-ICL:} Zero-Shot In-Context Learning with Pseudo-Demonstrations},
journal = {CoRR},
volume = {abs/2212.09865},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.09865},
doi = {10.48550/ARXIV.2212.09865},
eprinttype = {arXiv},
eprint = {2212.09865},
timestamp = {Tue, 03 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-09865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/CattanJWDBDH21,
author = {Arie Cattan and
Sophie Johnson and
Daniel S. Weld and
Ido Dagan and
Iz Beltagy and
Doug Downey and
Tom Hope},
editor = {Danqi Chen and
Jonathan Berant and
Andrew McCallum and
Sameer Singh},
title = {SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts},
booktitle = {3rd Conference on Automated Knowledge Base Construction, {AKBC} 2021,
Virtual, October 4-8, 2021},
year = {2021},
url = {https://doi.org/10.24432/C5B594},
doi = {10.24432/C5B594},
timestamp = {Thu, 14 Dec 2023 18:03:42 +0100},
biburl = {https://dblp.org/rec/conf/akbc/CattanJWDBDH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/NadkarniWBSHH21,
author = {Rahul Nadkarni and
David Wadden and
Iz Beltagy and
Noah A. Smith and
Hannaneh Hajishirzi and
Tom Hope},
editor = {Danqi Chen and
Jonathan Berant and
Andrew McCallum and
Sameer Singh},
title = {Scientific Language Models for Biomedical Knowledge Base Completion:
An Empirical Study},
booktitle = {3rd Conference on Automated Knowledge Base Construction, {AKBC} 2021,
Virtual, October 4-8, 2021},
year = {2021},
url = {https://doi.org/10.24432/C5QC7V},
doi = {10.24432/C5QC7V},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/akbc/NadkarniWBSHH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/CaciularuCBPCD21,
author = {Avi Caciularu and
Arman Cohan and
Iz Beltagy and
Matthew E. Peters and
Arie Cattan and
Ido Dagan},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {{CDLM:} Cross-Document Language Modeling},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
2021},
pages = {2648--2662},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-emnlp.225},
doi = {10.18653/V1/2021.FINDINGS-EMNLP.225},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/CaciularuCBPCD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DeYoungBZKW21,
author = {Jay DeYoung and
Iz Beltagy and
Madeleine van Zuylen and
Bailey Kuehl and
Lucy Lu Wang},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {MS{\textbackslash}{\^{}}2: Multi-Document Summarization of Medical
Studies},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {7494--7513},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.594},
doi = {10.18653/V1/2021.EMNLP-MAIN.594},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/DeYoungBZKW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/DasigiLBCSG21,
author = {Pradeep Dasigi and
Kyle Lo and
Iz Beltagy and
Arman Cohan and
Noah A. Smith and
Matt Gardner},
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 = {A Dataset of Information-Seeking Questions and Answers Anchored in
Research Papers},
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 = {4599--4610},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.365},
doi = {10.18653/V1/2021.NAACL-MAIN.365},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/DasigiLBCSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BraggCLB21,
author = {Jonathan Bragg and
Arman Cohan and
Kyle Lo and
Iz Beltagy},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {{FLEX:} Unifying Evaluation for Few-Shot {NLP}},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {15787--15800},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/8493eeaccb772c0878f99d60a0bd2bb3-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BraggCLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/naacl/2021,
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 = {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},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://aclanthology.org/volumes/2021.naacl-main/},
isbn = {978-1-954085-46-6},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-00406,
author = {Avi Caciularu and
Arman Cohan and
Iz Beltagy and
Matthew E. Peters and
Arie Cattan and
Ido Dagan},
title = {Cross-Document Language Modeling},
journal = {CoRR},
volume = {abs/2101.00406},
year = {2021},
url = {https://arxiv.org/abs/2101.00406},
eprinttype = {arXiv},
eprint = {2101.00406},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-00406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-06486,
author = {Jay DeYoung and
Iz Beltagy and
Madeleine van Zuylen and
Bailey Kuehl and
Lucy Lu Wang},
title = {{MS2:} Multi-Document Summarization of Medical Studies},
journal = {CoRR},
volume = {abs/2104.06486},
year = {2021},
url = {https://arxiv.org/abs/2104.06486},
eprinttype = {arXiv},
eprint = {2104.06486},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-06486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08809,
author = {Arie Cattan and
Sophie Johnson and
Daniel S. Weld and
Ido Dagan and
Iz Beltagy and
Doug Downey and
Tom Hope},
title = {SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts},
journal = {CoRR},
volume = {abs/2104.08809},
year = {2021},
url = {https://arxiv.org/abs/2104.08809},
eprinttype = {arXiv},
eprint = {2104.08809},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08809.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-03011,
author = {Pradeep Dasigi and
Kyle Lo and
Iz Beltagy and
Arman Cohan and
Noah A. Smith and
Matt Gardner},
title = {A Dataset of Information-Seeking Questions and Answers Anchored in
Research Papers},
journal = {CoRR},
volume = {abs/2105.03011},
year = {2021},
url = {https://arxiv.org/abs/2105.03011},
eprinttype = {arXiv},
eprint = {2105.03011},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-03011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09700,
author = {Rahul Nadkarni and
David Wadden and
Iz Beltagy and
Noah A. Smith and
Hannaneh Hajishirzi and
Tom Hope},
title = {Scientific Language Models for Biomedical Knowledge Base Completion:
An Empirical Study},
journal = {CoRR},
volume = {abs/2106.09700},
year = {2021},
url = {https://arxiv.org/abs/2106.09700},
eprinttype = {arXiv},
eprint = {2106.09700},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-07170,
author = {Jonathan Bragg and
Arman Cohan and
Kyle Lo and
Iz Beltagy},
title = {{FLEX:} Unifying Evaluation for Few-Shot {NLP}},
journal = {CoRR},
volume = {abs/2107.07170},
year = {2021},
url = {https://arxiv.org/abs/2107.07170},
eprinttype = {arXiv},
eprint = {2107.07170},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-07170.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08499,
author = {Wen Xiao and
Iz Beltagy and
Giuseppe Carenini and
Arman Cohan},
title = {{PRIMER:} Pyramid-based Masked Sentence Pre-training for Multi-document
Summarization},
journal = {CoRR},
volume = {abs/2110.08499},
year = {2021},
url = {https://arxiv.org/abs/2110.08499},
eprinttype = {arXiv},
eprint = {2110.08499},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-08499.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-08284,
author = {Ana Marasovic and
Iz Beltagy and
Doug Downey and
Matthew E. Peters},
title = {Few-Shot Self-Rationalization with Natural Language Prompts},
journal = {CoRR},
volume = {abs/2111.08284},
year = {2021},
url = {https://arxiv.org/abs/2111.08284},
eprinttype = {arXiv},
eprint = {2111.08284},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-08284.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-01640,
author = {David Wadden and
Kyle Lo and
Lucy Lu Wang and
Arman Cohan and
Iz Beltagy and
Hannaneh Hajishirzi},
title = {LongChecker: Improving scientific claim verification by modeling full-abstract
context},
journal = {CoRR},
volume = {abs/2112.01640},
year = {2021},
url = {https://arxiv.org/abs/2112.01640},
eprinttype = {arXiv},
eprint = {2112.01640},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-01640.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/CohanFBDW20,
author = {Arman Cohan and
Sergey Feldman and
Iz Beltagy and
Doug Downey and
Daniel S. Weld},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {{SPECTER:} Document-level Representation Learning using Citation-informed
Transformers},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {2270--2282},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.207},
doi = {10.18653/V1/2020.ACL-MAIN.207},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/CohanFBDW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/JainZHB20,
author = {Sarthak Jain and
Madeleine van Zuylen and
Hannaneh Hajishirzi and
Iz Beltagy},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {SciREX: {A} Challenge Dataset for Document-Level Information Extraction},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {7506--7516},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.670},
doi = {10.18653/V1/2020.ACL-MAIN.670},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/JainZHB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GururanganMSLBD20,
author = {Suchin Gururangan and
Ana Marasovic and
Swabha Swayamdipta and
Kyle Lo and
Iz Beltagy and
Doug Downey and
Noah A. Smith},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Don't Stop Pretraining: Adapt Language Models to Domains and Tasks},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {8342--8360},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.740},
doi = {10.18653/V1/2020.ACL-MAIN.740},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/GururanganMSLBD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-05150,
author = {Iz Beltagy and
Matthew E. Peters and
Arman Cohan},
title = {Longformer: The Long-Document Transformer},
journal = {CoRR},
volume = {abs/2004.05150},
year = {2020},
url = {https://arxiv.org/abs/2004.05150},
eprinttype = {arXiv},
eprint = {2004.05150},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-05150.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-07180,
author = {Arman Cohan and
Sergey Feldman and
Iz Beltagy and
Doug Downey and
Daniel S. Weld},
title = {{SPECTER:} Document-level Representation Learning using Citation-informed
Transformers},
journal = {CoRR},
volume = {abs/2004.07180},
year = {2020},
url = {https://arxiv.org/abs/2004.07180},
eprinttype = {arXiv},
eprint = {2004.07180},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-07180.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-10964,
author = {Suchin Gururangan and
Ana Marasovic and
Swabha Swayamdipta and
Kyle Lo and
Iz Beltagy and
Doug Downey and
Noah A. Smith},
title = {Don't Stop Pretraining: Adapt Language Models to Domains and Tasks},
journal = {CoRR},
volume = {abs/2004.10964},
year = {2020},
url = {https://arxiv.org/abs/2004.10964},
eprinttype = {arXiv},
eprint = {2004.10964},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-10964.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00512,
author = {Sarthak Jain and
Madeleine van Zuylen and
Hannaneh Hajishirzi and
Iz Beltagy},
title = {SciREX: {A} Challenge Dataset for Document-Level Information Extraction},
journal = {CoRR},
volume = {abs/2005.00512},
year = {2020},
url = {https://arxiv.org/abs/2005.00512},
eprinttype = {arXiv},
eprint = {2005.00512},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionlp/NeumannKBA19,
author = {Mark Neumann and
Daniel King and
Iz Beltagy and
Waleed Ammar},
editor = {Dina Demner{-}Fushman and
Kevin Bretonnel Cohen and
Sophia Ananiadou and
Junichi Tsujii},
title = {ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing},
booktitle = {Proceedings of the 18th BioNLP Workshop and Shared Task, BioNLP@ACL
2019, Florence, Italy, August 1, 2019},
pages = {319--327},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/w19-5034},
doi = {10.18653/V1/W19-5034},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bionlp/NeumannKBA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/BeltagyLC19,
author = {Iz Beltagy and
Kyle Lo and
Arman Cohan},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {SciBERT: {A} Pretrained Language Model for Scientific Text},
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 = {3613--3618},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1371},
doi = {10.18653/V1/D19-1371},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/BeltagyLC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/CohanBKDW19,
author = {Arman Cohan and
Iz Beltagy and
Daniel King and
Bhavana Dalvi and
Daniel S. Weld},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Pretrained Language Models for Sequential Sentence Classification},
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 = {3691--3697},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1383},
doi = {10.18653/V1/D19-1383},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/CohanBKDW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/BeltagyLA19,
author = {Iz Beltagy and
Kyle Lo and
Waleed Ammar},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {Combining Distant and Direct Supervision for Neural Relation Extraction},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {1858--1867},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1184},
doi = {10.18653/V1/N19-1184},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/BeltagyLA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-07669,
author = {Mark Neumann and
Daniel King and
Iz Beltagy and
Waleed Ammar},
title = {ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing},
journal = {CoRR},
volume = {abs/1902.07669},
year = {2019},
url = {http://arxiv.org/abs/1902.07669},
eprinttype = {arXiv},
eprint = {1902.07669},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-07669.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-10676,
author = {Iz Beltagy and
Arman Cohan and
Kyle Lo},
title = {SciBERT: Pretrained Contextualized Embeddings for Scientific Text},
journal = {CoRR},
volume = {abs/1903.10676},
year = {2019},
url = {http://arxiv.org/abs/1903.10676},
eprinttype = {arXiv},
eprint = {1903.10676},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-10676.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-04054,
author = {Arman Cohan and
Iz Beltagy and
Daniel King and
Bhavana Dalvi and
Daniel S. Weld},
title = {Pretrained Language Models for Sequential Sentence Classification},
journal = {CoRR},
volume = {abs/1909.04054},
year = {2019},
url = {http://arxiv.org/abs/1909.04054},
eprinttype = {arXiv},
eprint = {1909.04054},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-04054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/AlkhateebBA18,
author = {Ahmed Alkhateeb and
Iz Beltagy and
Sam Alex},
title = {Machine Learning for Reliable {MMWAVE} Systems: Blockage Prediction
and Proactive Handoff},
booktitle = {2018 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2018, Anaheim, CA, USA, November 26-29, 2018},
pages = {1055--1059},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/GlobalSIP.2018.8646438},
doi = {10.1109/GLOBALSIP.2018.8646438},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/AlkhateebBA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/AmmarGBBCDDEFHK18,
author = {Waleed Ammar and
Dirk Groeneveld and
Chandra Bhagavatula and
Iz Beltagy and
Miles Crawford and
Doug Downey and
Jason Dunkelberger and
Ahmed Elgohary and
Sergey Feldman and
Vu Ha and
Rodney Kinney and
Sebastian Kohlmeier and
Kyle Lo and
Tyler Murray and
Hsu{-}Han Ooi and
Matthew E. Peters and
Joanna Power and
Sam Skjonsberg and
Lucy Lu Wang and
Chris Wilhelm and
Zheng Yuan and
Madeleine van Zuylen and
Oren Etzioni},
editor = {Srinivas Bangalore and
Jennifer Chu{-}Carroll and
Yunyao Li},
title = {Construction of the Literature Graph in Semantic Scholar},
booktitle = {Proceedings of the 2018 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume
3 (Industry Papers)},
pages = {84--91},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/n18-3011},
doi = {10.18653/V1/N18-3011},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/AmmarGBBCDDEFHK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-02262,
author = {Waleed Ammar and
Dirk Groeneveld and
Chandra Bhagavatula and
Iz Beltagy and
Miles Crawford and
Doug Downey and
Jason Dunkelberger and
Ahmed Elgohary and
Sergey Feldman and
Vu Ha and
Rodney Kinney and
Sebastian Kohlmeier and
Kyle Lo and
Tyler Murray and
Hsu{-}Han Ooi and
Matthew E. Peters and
Joanna Power and
Sam Skjonsberg and
Lucy Lu Wang and
Chris Wilhelm and
Zheng Yuan and
Madeleine van Zuylen and
Oren Etzioni},
title = {Construction of the Literature Graph in Semantic Scholar},
journal = {CoRR},
volume = {abs/1805.02262},
year = {2018},
url = {http://arxiv.org/abs/1805.02262},
eprinttype = {arXiv},
eprint = {1805.02262},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-02262.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-02723,
author = {Ahmed Alkhateeb and
Iz Beltagy},
title = {Machine Learning for Reliable mmWave Systems: Blockage Prediction
and Proactive Handoff},
journal = {CoRR},
volume = {abs/1807.02723},
year = {2018},
url = {http://arxiv.org/abs/1807.02723},
eprinttype = {arXiv},
eprint = {1807.02723},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-02723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-12956,
author = {Iz Beltagy and
Kyle Lo and
Waleed Ammar},
title = {Improving Distant Supervision with Maxpooled Attention and Sentence-Level
Supervision},
journal = {CoRR},
volume = {abs/1810.12956},
year = {2018},
url = {http://arxiv.org/abs/1810.12956},
eprinttype = {arXiv},
eprint = {1810.12956},
timestamp = {Thu, 08 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-12956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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