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ORCIDBibTeX records: Emma Strubell
@article{DBLP:journals/corr/abs-2401-06408,
author = {Li Lucy and
Suchin Gururangan and
Luca Soldaini and
Emma Strubell and
David Bamman and
Lauren Klein and
Jesse Dodge},
title = {AboutMe: Using Self-Descriptions in Webpages to Document the Effects
of English Pretraining Data Filters},
journal = {CoRR},
volume = {abs/2401.06408},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06408},
doi = {10.48550/ARXIV.2401.06408},
eprinttype = {arXiv},
eprint = {2401.06408},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06408.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}
}
@article{DBLP:journals/jmlr/MehtaPCS23,
author = {Sanket Vaibhav Mehta and
Darshan Patil and
Sarath Chandar and
Emma Strubell},
title = {An Empirical Investigation of the Role of Pre-training in Lifelong
Learning},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {214:1--214:50},
year = {2023},
url = {http://jmlr.org/papers/v24/22-0496.html},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MehtaPCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GandhiFS23,
author = {Nupoor Gandhi and
Anjalie Field and
Emma Strubell},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Annotating Mentions Alone Enables Efficient Domain Adaptation for
Coreference Resolution},
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 = {10543--10558},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.588},
doi = {10.18653/V1/2023.ACL-LONG.588},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/GandhiFS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DuaS0V23,
author = {Dheeru Dua and
Emma Strubell and
Sameer Singh and
Pat Verga},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation
in Open-Domain Question Answering},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {14429--14446},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.807},
doi = {10.18653/V1/2023.ACL-LONG.807},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/DuaS0V23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/FernandezKNBS23,
author = {Jared Fernandez and
Jacob Kahn and
Clara Na and
Yonatan Bisk and
Emma Strubell},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {The Framework Tax: Disparities Between Inference Efficiency in {NLP}
Research and Deployment},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {1588--1600},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.98},
doi = {10.18653/V1/2023.EMNLP-MAIN.98},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/FernandezKNBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GoncalvesS23,
author = {Gustavo Gon{\c{c}}alves and
Emma Strubell},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Understanding the Effect of Model Compression on Social Bias in Large
Language Models},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {2663--2675},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.161},
doi = {10.18653/V1/2023.EMNLP-MAIN.161},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GoncalvesS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MehtaGT0TRNSM23,
author = {Sanket Vaibhav Mehta and
Jai Gupta and
Yi Tay and
Mostafa Dehghani and
Vinh Q. Tran and
Jinfeng Rao and
Marc Najork and
Emma Strubell and
Donald Metzler},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {{DSI++:} Updating Transformer Memory with New Documents},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {8198--8213},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.510},
doi = {10.18653/V1/2023.EMNLP-MAIN.510},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MehtaGT0TRNSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangNSFL23,
author = {Xiaorong Wang and
Clara Na and
Emma Strubell and
Sorelle Friedler and
Sasha Luccioni},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Energy and Carbon Considerations of Fine-Tuning {BERT}},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {9058--9069},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.607},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.607},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WangNSFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhangSH23,
author = {Zhisong Zhang and
Emma Strubell and
Eduard H. Hovy},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Data-efficient Active Learning for Structured Prediction with Partial
Annotation and Self-Training},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {12991--13008},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.865},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.865},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhangSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GururajaBNWS23,
author = {Sireesh Gururaja and
Amanda Bertsch and
Clara Na and
David Gray Widder and
Emma Strubell},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {To Build Our Future, We Must Know Our Past: Contextualizing Paradigm
Shifts in Natural Language Processing},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {13310--13325},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.822},
doi = {10.18653/V1/2023.EMNLP-MAIN.822},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GururajaBNWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChoeMANXSX23,
author = {Sang Keun Choe and
Sanket Vaibhav Mehta and
Hwijeen Ahn and
Willie Neiswanger and
Pengtao Xie and
Emma Strubell and
Eric Xing},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Making Scalable Meta Learning Practical},
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/531998dc1fc858b5857a90b74d96ecab-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChoeMANXSX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/ZhangSH23,
author = {Zhisong Zhang and
Emma Strubell and
Eduard H. Hovy},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {On the Interactions of Structural Constraints and Data Resources for
Structured Prediction},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {147--157},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.10},
doi = {10.18653/V1/2023.SUSTAINLP-1.10},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/ZhangSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-06117,
author = {Jared Fernandez and
Jacob Kahn and
Clara Na and
Yonatan Bisk and
Emma Strubell},
title = {The Framework Tax: Disparities Between Inference Efficiency in Research
and Deployment},
journal = {CoRR},
volume = {abs/2302.06117},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.06117},
doi = {10.48550/ARXIV.2302.06117},
eprinttype = {arXiv},
eprint = {2302.06117},
timestamp = {Sun, 19 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-06117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-00131,
author = {Rajshekhar Das and
Jonathan Francis and
Sanket Vaibhav Mehta and
Jean Oh and
Emma Strubell and
Jos{\'{e}} M. F. Moura},
title = {Regularizing Self-training for Unsupervised Domain Adaptation via
Structural Constraints},
journal = {CoRR},
volume = {abs/2305.00131},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.00131},
doi = {10.48550/ARXIV.2305.00131},
eprinttype = {arXiv},
eprint = {2305.00131},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-00131.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-12634,
author = {Zhisong Zhang and
Emma Strubell and
Eduard H. Hovy},
title = {Data-efficient Active Learning for Structured Prediction with Partial
Annotation and Self-Training},
journal = {CoRR},
volume = {abs/2305.12634},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.12634},
doi = {10.48550/ARXIV.2305.12634},
eprinttype = {arXiv},
eprint = {2305.12634},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-12634.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-2306-16900,
author = {Ji{-}Ung Lee and
Haritz Puerto and
Betty van Aken and
Yuki Arase and
Jessica Zosa Forde and
Leon Derczynski and
Andreas R{\"{u}}ckl{\'{e}} and
Iryna Gurevych and
Roy Schwartz and
Emma Strubell and
Jesse Dodge},
title = {Surveying (Dis)Parities and Concerns of Compute Hungry {NLP} Research},
journal = {CoRR},
volume = {abs/2306.16900},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.16900},
doi = {10.48550/ARXIV.2306.16900},
eprinttype = {arXiv},
eprint = {2306.16900},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-16900.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-00101,
author = {Harnoor Dhingra and
Preetiha Jayashanker and
Sayali Moghe and
Emma Strubell},
title = {Queer People are People First: Deconstructing Sexual Identity Stereotypes
in Large Language Models},
journal = {CoRR},
volume = {abs/2307.00101},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.00101},
doi = {10.48550/ARXIV.2307.00101},
eprinttype = {arXiv},
eprint = {2307.00101},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-00101.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-2310-05674,
author = {Sang Keun Choe and
Sanket Vaibhav Mehta and
Hwijeen Ahn and
Willie Neiswanger and
Pengtao Xie and
Emma Strubell and
Eric Xing},
title = {Making Scalable Meta Learning Practical},
journal = {CoRR},
volume = {abs/2310.05674},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05674},
doi = {10.48550/ARXIV.2310.05674},
eprinttype = {arXiv},
eprint = {2310.05674},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07715,
author = {Sireesh Gururaja and
Amanda Bertsch and
Clara Na and
David Gray Widder and
Emma Strubell},
title = {To Build Our Future, We Must Know Our Past: Contextualizing Paradigm
Shifts in Natural Language Processing},
journal = {CoRR},
volume = {abs/2310.07715},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07715},
doi = {10.48550/ARXIV.2310.07715},
eprinttype = {arXiv},
eprint = {2310.07715},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-10267,
author = {Xiaorong Wang and
Clara Na and
Emma Strubell and
Sorelle Friedler and
Sasha Luccioni},
title = {Energy and Carbon Considerations of Fine-Tuning {BERT}},
journal = {CoRR},
volume = {abs/2311.10267},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.10267},
doi = {10.48550/ARXIV.2311.10267},
eprinttype = {arXiv},
eprint = {2311.10267},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-10267.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-16863,
author = {Alexandra Sasha Luccioni and
Yacine Jernite and
Emma Strubell},
title = {Power Hungry Processing: Watts Driving the Cost of {AI} Deployment?},
journal = {CoRR},
volume = {abs/2311.16863},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.16863},
doi = {10.48550/ARXIV.2311.16863},
eprinttype = {arXiv},
eprint = {2311.16863},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-16863.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-05662,
author = {Gustavo Gon{\c{c}}alves and
Emma Strubell},
title = {Understanding the Effect of Model Compression on Social Bias in Large
Language Models},
journal = {CoRR},
volume = {abs/2312.05662},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.05662},
doi = {10.48550/ARXIV.2312.05662},
eprinttype = {arXiv},
eprint = {2312.05662},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-05662.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MehtaRTKPS22,
author = {Sanket Vaibhav Mehta and
Jinfeng Rao and
Yi Tay and
Mihir Kale and
Ankur Parikh and
Emma Strubell},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Improving Compositional Generalization with Self-Training for Data-to-Text
Generation},
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 = {4205--4219},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.289},
doi = {10.18653/V1/2022.ACL-LONG.289},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/MehtaRTKPS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhangSH22,
author = {Zhisong Zhang and
Emma Strubell and
Eduard H. Hovy},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Transfer Learning from Semantic Role Labeling to Event Argument Extraction
with Template-based Slot Querying},
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 = {2627--2647},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.169},
doi = {10.18653/V1/2022.EMNLP-MAIN.169},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhangSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/NaMS22,
author = {Clara Na and
Sanket Vaibhav Mehta and
Emma Strubell},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Train Flat, Then Compress: Sharpness-Aware Minimization Learns More
Compressible Models},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {4909--4936},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.361},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.361},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/NaMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhangSH22a,
author = {Zhisong Zhang and
Emma Strubell and
Eduard H. Hovy},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {A Survey of Active Learning for Natural Language Processing},
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 = {6166--6190},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.414},
doi = {10.18653/V1/2022.EMNLP-MAIN.414},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhangSH22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HessenthalerSHL22,
author = {Marius Hessenthaler and
Emma Strubell and
Dirk Hovy and
Anne Lauscher},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Bridging Fairness and Environmental Sustainability in Natural Language
Processing},
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 = {7817--7836},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.533},
doi = {10.18653/V1/2022.EMNLP-MAIN.533},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HessenthalerSHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/DodgePCOSSLSDB22,
author = {Jesse Dodge and
Taylor Prewitt and
Remi Tachet des Combes and
Erika Odmark and
Roy Schwartz and
Emma Strubell and
Alexandra Sasha Luccioni and
Noah A. Smith and
Nicole DeCario and
Will Buchanan},
title = {Measuring the Carbon Intensity of {AI} in Cloud Instances},
booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and
Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
pages = {1877--1894},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3531146.3533234},
doi = {10.1145/3531146.3533234},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/DodgePCOSSLSDB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12694,
author = {Clara Na and
Sanket Vaibhav Mehta and
Emma Strubell},
title = {Train Flat, Then Compress: Sharpness-Aware Minimization Learns More
Compressible Models},
journal = {CoRR},
volume = {abs/2205.12694},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12694},
doi = {10.48550/ARXIV.2205.12694},
eprinttype = {arXiv},
eprint = {2205.12694},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12694.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05229,
author = {Jesse Dodge and
Taylor Prewitt and
Remi Tachet des Combes and
Erika Odmark and
Roy Schwartz and
Emma Strubell and
Alexandra Sasha Luccioni and
Noah A. Smith and
Nicole DeCario and
Will Buchanan},
title = {Measuring the Carbon Intensity of {AI} in Cloud Instances},
journal = {CoRR},
volume = {abs/2206.05229},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05229},
doi = {10.48550/ARXIV.2206.05229},
eprinttype = {arXiv},
eprint = {2206.05229},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05229.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07171,
author = {Zheng Wang and
Juncheng B. Li and
Shuhui Qu and
Florian Metze and
Emma Strubell},
title = {SQuAT: Sharpness- and Quantization-Aware Training for {BERT}},
journal = {CoRR},
volume = {abs/2210.07171},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07171},
doi = {10.48550/ARXIV.2210.07171},
eprinttype = {arXiv},
eprint = {2210.07171},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07171.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07602,
author = {Nupoor Gandhi and
Anjalie Field and
Emma Strubell},
title = {Mention Annotations Alone Enable Efficient Domain Adaptation for Coreference
Resolution},
journal = {CoRR},
volume = {abs/2210.07602},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07602},
doi = {10.48550/ARXIV.2210.07602},
eprinttype = {arXiv},
eprint = {2210.07602},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-10109,
author = {Zhisong Zhang and
Emma Strubell and
Eduard H. Hovy},
title = {A Survey of Active Learning for Natural Language Processing},
journal = {CoRR},
volume = {abs/2210.10109},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.10109},
doi = {10.48550/ARXIV.2210.10109},
eprinttype = {arXiv},
eprint = {2210.10109},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-10109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-04256,
author = {Marius Hessenthaler and
Emma Strubell and
Dirk Hovy and
Anne Lauscher},
title = {Bridging Fairness and Environmental Sustainability in Natural Language
Processing},
journal = {CoRR},
volume = {abs/2211.04256},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.04256},
doi = {10.48550/ARXIV.2211.04256},
eprinttype = {arXiv},
eprint = {2211.04256},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-04256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05603,
author = {Zheng Wang and
Juncheng B. Li and
Shuhui Qu and
Florian Metze and
Emma Strubell},
title = {Error-aware Quantization through Noise Tempering},
journal = {CoRR},
volume = {abs/2212.05603},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.05603},
doi = {10.48550/ARXIV.2212.05603},
eprinttype = {arXiv},
eprint = {2212.05603},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-05603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-09744,
author = {Sanket Vaibhav Mehta and
Jai Prakash Gupta and
Yi Tay and
Mostafa Dehghani and
Vinh Q. Tran and
Jinfeng Rao and
Marc Najork and
Emma Strubell and
Donald Metzler},
title = {{DSI++:} Updating Transformer Memory with New Documents},
journal = {CoRR},
volume = {abs/2212.09744},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.09744},
doi = {10.48550/ARXIV.2212.09744},
eprinttype = {arXiv},
eprint = {2212.09744},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-09744.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10381,
author = {Dheeru Dua and
Emma Strubell and
Sameer Singh and
Pat Verga},
title = {To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation
in Open-Domain Question Answering},
journal = {CoRR},
volume = {abs/2212.10381},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10381},
doi = {10.48550/ARXIV.2212.10381},
eprinttype = {arXiv},
eprint = {2212.10381},
timestamp = {Tue, 03 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/DodgeG0SA22,
author = {Jesse Dodge and
Iryna Gurevych and
Roy Schwartz and
Emma Strubell and
Betty van Aken},
title = {Efficient and Equitable Natural Language Processing in the Age of
Deep Learning (Dagstuhl Seminar 22232)},
journal = {Dagstuhl Reports},
volume = {12},
number = {6},
pages = {14--27},
year = {2022},
url = {https://doi.org/10.4230/DagRep.12.6.14},
doi = {10.4230/DAGREP.12.6.14},
timestamp = {Tue, 24 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/DodgeG0SA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-spnlp/ZhangSH21,
author = {Zhisong Zhang and
Emma Strubell and
Eduard H. Hovy},
editor = {Zornitsa Kozareva and
Sujith Ravi and
Andreas Vlachos and
Priyanka Agrawal and
Andr{\'{e}} F. T. Martins},
title = {Comparing Span Extraction Methods for Semantic Role Labeling},
booktitle = {Proceedings of the 5th Workshop on Structured Prediction for NLP,
SPNLP@ACL-IJCNLP 2021, Online, August 6, 2021},
pages = {67--77},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.spnlp-1.8},
doi = {10.18653/V1/2021.SPNLP-1.8},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl-spnlp/ZhangSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dev/TrivediSSSI21,
author = {Amee Trivedi and
Kate Silverstein and
Emma Strubell and
Prashant J. Shenoy and
Mohit Iyyer},
title = {WiFiMod: Transformer-based Indoor Human Mobility Modeling using Passive
Sensing},
booktitle = {{COMPASS} '21: {ACM} {SIGCAS} Conference on Computing and Sustainable
Societies, Virtual Event, Australia, 28 June 2021 - 2 July 2021},
pages = {126--137},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3460112.3471951},
doi = {10.1145/3460112.3471951},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dev/TrivediSSSI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhangSH21,
author = {Zhisong Zhang and
Emma Strubell and
Eduard H. Hovy},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {On the Benefit of Syntactic Supervision for Cross-lingual Transfer
in Semantic Role Labeling},
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 = {6229--6246},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.503},
doi = {10.18653/V1/2021.EMNLP-MAIN.503},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ZhangSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-09835,
author = {Amee Trivedi and
Kate Silverstein and
Emma Strubell and
Prashant J. Shenoy},
title = {WiFiMod: Transformer-based Indoor Human Mobility Modeling using Passive
Sensing},
journal = {CoRR},
volume = {abs/2104.09835},
year = {2021},
url = {https://arxiv.org/abs/2104.09835},
eprinttype = {arXiv},
eprint = {2104.09835},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-09835.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08467,
author = {Sanket Vaibhav Mehta and
Jinfeng Rao and
Yi Tay and
Mihir Kale and
Ankur Parikh and
Hongtao Zhong and
Emma Strubell},
title = {Improving Compositional Generalization with Self-Training for Data-to-Text
Generation},
journal = {CoRR},
volume = {abs/2110.08467},
year = {2021},
url = {https://arxiv.org/abs/2110.08467},
eprinttype = {arXiv},
eprint = {2110.08467},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-08467.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09153,
author = {Sanket Vaibhav Mehta and
Darshan Patil and
Sarath Chandar and
Emma Strubell},
title = {An Empirical Investigation of the Role of Pre-training in Lifelong
Learning},
journal = {CoRR},
volume = {abs/2112.09153},
year = {2021},
url = {https://arxiv.org/abs/2112.09153},
eprinttype = {arXiv},
eprint = {2112.09153},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-09153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/KimJGHSMCSMJO20,
author = {Edward Kim and
Zach Jensen and
Alexander van Grootel and
Kevin Huang and
Matthew Staib and
Sheshera Mysore and
Haw{-}Shiuan Chang and
Emma Strubell and
Andrew McCallum and
Stefanie Jegelka and
Elsa Olivetti},
title = {Inorganic Materials Synthesis Planning with Literature-Trained Neural
Networks},
journal = {J. Chem. Inf. Model.},
volume = {60},
number = {3},
pages = {1194--1201},
year = {2020},
url = {https://doi.org/10.1021/acs.jcim.9b00995},
doi = {10.1021/ACS.JCIM.9B00995},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/KimJGHSMCSMJO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/StrubellGM20,
author = {Emma Strubell and
Ananya Ganesh and
Andrew McCallum},
title = {Energy and Policy Considerations for Modern Deep Learning Research},
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 = {13693--13696},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i09.7123},
doi = {10.1609/AAAI.V34I09.7123},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/StrubellGM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/rep4nlp/2020,
editor = {Spandana Gella and
Johannes Welbl and
Marek Rei and
Fabio Petroni and
Patrick S. H. Lewis and
Emma Strubell and
Min Joon Seo and
Hannaneh Hajishirzi},
title = {Proceedings of the 5th Workshop on Representation Learning for NLP,
RepL4NLP@ACL 2020, Online, July 9, 2020},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://aclanthology.org/volumes/2020.repl4nlp-1/},
isbn = {978-1-952148-15-6},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rep4nlp/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/StrubellGM19,
author = {Emma Strubell and
Ananya Ganesh and
Andrew McCallum},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Energy and Policy Considerations for Deep Learning in {NLP}},
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 = {3645--3650},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1355},
doi = {10.18653/V1/P19-1355},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/StrubellGM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acllaw/MysoreJKHCSFMO19,
author = {Sheshera Mysore and
Zach Jensen and
Edward Kim and
Kevin Huang and
Haw{-}Shiuan Chang and
Emma Strubell and
Jeffrey Flanigan and
Andrew McCallum and
Elsa Olivetti},
editor = {Annemarie Friedrich and
Deniz Zeyrek and
Jet Hoek},
title = {The Materials Science Procedural Text Corpus: Annotating Materials
Synthesis Procedures with Shallow Semantic Structures},
booktitle = {Proceedings of the 13th Linguistic Annotation Workshop, LAW@ACL 2019,
Florence, Italy, August 1, 2019},
pages = {56--64},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/w19-4007},
doi = {10.18653/V1/W19-4007},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acllaw/MysoreJKHCSFMO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-00032,
author = {Edward Kim and
Zach Jensen and
Alexander van Grootel and
Kevin Huang and
Matthew Staib and
Sheshera Mysore and
Haw{-}Shiuan Chang and
Emma Strubell and
Andrew McCallum and
Stefanie Jegelka and
Elsa Olivetti},
title = {Inorganic Materials Synthesis Planning with Literature-Trained Neural
Networks},
journal = {CoRR},
volume = {abs/1901.00032},
year = {2019},
url = {http://arxiv.org/abs/1901.00032},
eprinttype = {arXiv},
eprint = {1901.00032},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-00032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-06939,
author = {Sheshera Mysore and
Zach Jensen and
Edward Kim and
Kevin Huang and
Haw{-}Shiuan Chang and
Emma Strubell and
Jeffrey Flanigan and
Andrew McCallum and
Elsa Olivetti},
title = {The Materials Science Procedural Text Corpus: Annotating Materials
Synthesis Procedures with Shallow Semantic Structures},
journal = {CoRR},
volume = {abs/1905.06939},
year = {2019},
url = {http://arxiv.org/abs/1905.06939},
eprinttype = {arXiv},
eprint = {1905.06939},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-06939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02243,
author = {Emma Strubell and
Ananya Ganesh and
Andrew McCallum},
title = {Energy and Policy Considerations for Deep Learning in {NLP}},
journal = {CoRR},
volume = {abs/1906.02243},
year = {2019},
url = {http://arxiv.org/abs/1906.02243},
eprinttype = {arXiv},
eprint = {1906.02243},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02243.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PereraCKS18,
author = {Vittorio Perera and
Tagyoung Chung and
Thomas Kollar and
Emma Strubell},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Multi-Task Learning For Parsing The Alexa Meaning Representation Language},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {5390--5397},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.12019},
doi = {10.1609/AAAI.V32I1.12019},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PereraCKS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/StrubellVAWM18,
author = {Emma Strubell and
Patrick Verga and
Daniel Andor and
David Weiss and
Andrew McCallum},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Linguistically-Informed Self-Attention for Semantic Role Labeling},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {5027--5038},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/D18-1548/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/StrubellVAWM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/VergaSM18,
author = {Patrick Verga and
Emma Strubell and
Andrew McCallum},
editor = {Marilyn A. Walker and
Heng Ji and
Amanda Stent},
title = {Simultaneously Self-Attending to All Mentions for Full-Abstract Biological
Relation Extraction},
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
1 (Long Papers)},
pages = {872--884},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/n18-1080},
doi = {10.18653/V1/N18-1080},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/VergaSM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-10569,
author = {Patrick Verga and
Emma Strubell and
Andrew McCallum},
title = {Simultaneously Self-Attending to All Mentions for Full-Abstract Biological
Relation Extraction},
journal = {CoRR},
volume = {abs/1802.10569},
year = {2018},
url = {http://arxiv.org/abs/1802.10569},
eprinttype = {arXiv},
eprint = {1802.10569},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-10569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-08199,
author = {Emma Strubell and
Patrick Verga and
Daniel Andor and
David Weiss and
Andrew McCallum},
title = {Linguistically-Informed Self-Attention for Semantic Role Labeling},
journal = {CoRR},
volume = {abs/1804.08199},
year = {2018},
url = {http://arxiv.org/abs/1804.08199},
eprinttype = {arXiv},
eprint = {1804.08199},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-08199.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-04773,
author = {Emma Strubell and
Andrew McCallum},
title = {Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in
a Deep Neural Architecture for SRL?},
journal = {CoRR},
volume = {abs/1811.04773},
year = {2018},
url = {http://arxiv.org/abs/1811.04773},
eprinttype = {arXiv},
eprint = {1811.04773},
timestamp = {Fri, 23 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-04773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/VergaSSM17,
author = {Patrick Verga and
Emma Strubell and
Ofer Shai and
Andrew McCallum},
title = {Attending to All Mention Pairs for Full Abstract Biological Relation
Extraction},
booktitle = {6th Workshop on Automated Knowledge Base Construction, AKBC@NIPS 2017,
Long Beach, California, USA, December 8, 2017},
publisher = {OpenReview.net},
year = {2017},
timestamp = {Wed, 06 May 2020 13:43:11 +0200},
biburl = {https://dblp.org/rec/conf/akbc/VergaSSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/StrubellM17,
author = {Emma Strubell and
Andrew McCallum},
editor = {Kai{-}Wei Chang and
Ming{-}Wei Chang and
Vivek Srikumar and
Alexander M. Rush},
title = {Dependency Parsing with Dilated Iterated Graph CNNs},
booktitle = {Proceedings of the 2nd Workshop on Structured Prediction for Natural
Language Processing, SPNLP@EMNLP, Copenhagen, Denmark, September 2017},
pages = {1--6},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/w17-4301},
doi = {10.18653/V1/W17-4301},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/StrubellM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/StrubellVBM17,
author = {Emma Strubell and
Patrick Verga and
David Belanger and
Andrew McCallum},
editor = {Martha Palmer and
Rebecca Hwa and
Sebastian Riedel},
title = {Fast and Accurate Entity Recognition with Iterated Dilated Convolutions},
booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2017, Copenhagen, Denmark, September
9-11, 2017},
pages = {2670--2680},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/d17-1283},
doi = {10.18653/V1/D17-1283},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/StrubellVBM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StrubellVBM17,
author = {Emma Strubell and
Patrick Verga and
David Belanger and
Andrew McCallum},
title = {Fast and Accurate Sequence Labeling with Iterated Dilated Convolutions},
journal = {CoRR},
volume = {abs/1702.02098},
year = {2017},
url = {http://arxiv.org/abs/1702.02098},
eprinttype = {arXiv},
eprint = {1702.02098},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/StrubellVBM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StrubellM17,
author = {Emma Strubell and
Andrew McCallum},
title = {Dependency Parsing with Dilated Iterated Graph CNNs},
journal = {CoRR},
volume = {abs/1705.00403},
year = {2017},
url = {http://arxiv.org/abs/1705.00403},
eprinttype = {arXiv},
eprint = {1705.00403},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/StrubellM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-08312,
author = {Patrick Verga and
Emma Strubell and
Ofer Shai and
Andrew McCallum},
title = {Attending to All Mention Pairs for Full Abstract Biological Relation
Extraction},
journal = {CoRR},
volume = {abs/1710.08312},
year = {2017},
url = {http://arxiv.org/abs/1710.08312},
eprinttype = {arXiv},
eprint = {1710.08312},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-08312.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-06872,
author = {Sheshera Mysore and
Edward Kim and
Emma Strubell and
Ao Liu and
Haw{-}Shiuan Chang and
Srikrishna Kompella and
Kevin Huang and
Andrew McCallum and
Elsa Olivetti},
title = {Automatically Extracting Action Graphs from Materials Science Synthesis
Procedures},
journal = {CoRR},
volume = {abs/1711.06872},
year = {2017},
url = {http://arxiv.org/abs/1711.06872},
eprinttype = {arXiv},
eprint = {1711.06872},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-06872.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/VergaBSRM16,
author = {Patrick Verga and
David Belanger and
Emma Strubell and
Benjamin Roth and
Andrew McCallum},
editor = {Kevin Knight and
Ani Nenkova and
Owen Rambow},
title = {Multilingual Relation Extraction using Compositional Universal Schema},
booktitle = {{NAACL} {HLT} 2016, The 2016 Conference of the North American Chapter
of the Association for Computational Linguistics: Human Language Technologies,
San Diego California, USA, June 12-17, 2016},
pages = {886--896},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/n16-1103},
doi = {10.18653/V1/N16-1103},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/VergaBSRM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/ChangMLWTNMVSM16,
author = {Haw{-}Shiuan Chang and
Abdurrahman Munir and
Ao Liu and
Johnny Tian{-}Zheng Wei and
Aaron Traylor and
Ajay Nagesh and
Nicholas Monath and
Patrick Verga and
Emma Strubell and
Andrew McCallum},
title = {Extracting Multilingual Relations under Limited Resources: {TAC} 2016
Cold-Start {KB} construction and Slot-Filling using Compositional
Universal Schema},
booktitle = {Proceedings of the 2016 Text Analysis Conference, {TAC} 2016, Gaithersburg,
Maryland, USA, November 14-15, 2016},
publisher = {{NIST}},
year = {2016},
url = {https://tac.nist.gov/publications/2016/participant.papers/TAC2016.UMass\_IESL.proceedings.pdf},
timestamp = {Tue, 20 Aug 2019 13:25:24 +0200},
biburl = {https://dblp.org/rec/conf/tac/ChangMLWTNMVSM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/StrubellVSM15,
author = {Emma Strubell and
Luke Vilnis and
Kate Silverstein and
Andrew McCallum},
title = {Learning Dynamic Feature Selection for Fast Sequential Prediction},
booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational
Linguistics and the 7th International Joint Conference on Natural
Language Processing of the Asian Federation of Natural Language Processing,
{ACL} 2015, July 26-31, 2015, Beijing, China, Volume 1: Long Papers},
pages = {146--155},
publisher = {The Association for Computer Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/p15-1015},
doi = {10.3115/V1/P15-1015},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/StrubellVSM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/RothMBSVM15,
author = {Benjamin Roth and
Nicholas Monath and
David Belanger and
Emma Strubell and
Patrick Verga and
Andrew McCallum},
title = {Building Knowledge Bases with Universal Schema: Cold Start and Slot-Filling
Approaches},
booktitle = {Proceedings of the 2015 Text Analysis Conference, {TAC} 2015, Gaithersburg,
Maryland, USA, November 16-17, 2015, 2015},
publisher = {{NIST}},
year = {2015},
url = {https://tac.nist.gov/publications/2015/participant.papers/TAC2015.UMass\_IESL.proceedings.pdf},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tac/RothMBSVM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StrubellVSM15,
author = {Emma Strubell and
Luke Vilnis and
Kate Silverstein and
Andrew McCallum},
title = {Learning Dynamic Feature Selection for Fast Sequential Prediction},
journal = {CoRR},
volume = {abs/1505.06169},
year = {2015},
url = {http://arxiv.org/abs/1505.06169},
eprinttype = {arXiv},
eprint = {1505.06169},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/StrubellVSM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VergaBSRM15,
author = {Patrick Verga and
David Belanger and
Emma Strubell and
Benjamin Roth and
Andrew McCallum},
title = {Multilingual Relation Extraction using Compositional Universal Schema},
journal = {CoRR},
volume = {abs/1511.06396},
year = {2015},
url = {http://arxiv.org/abs/1511.06396},
eprinttype = {arXiv},
eprint = {1511.06396},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VergaBSRM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StrubellVM14,
author = {Emma Strubell and
Luke Vilnis and
Andrew McCallum},
title = {Training for Fast Sequential Prediction Using Dynamic Feature Selection},
journal = {CoRR},
volume = {abs/1410.8498},
year = {2014},
url = {http://arxiv.org/abs/1410.8498},
eprinttype = {arXiv},
eprint = {1410.8498},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/StrubellVM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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