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ORCIDBibTeX records: Sebastian Gehrmann
@article{DBLP:journals/corr/abs-2402-06619,
author = {Shivalika Singh and
Freddie Vargus and
Daniel D'souza and
B{\"{o}}rje F. Karlsson and
Abinaya Mahendiran and
Wei{-}Yin Ko and
Herumb Shandilya and
Jay Patel and
Deividas Mataciunas and
Laura O'Mahony and
Mike Zhang and
Ramith Hettiarachchi and
Joseph Wilson and
Marina Machado and
Luisa Souza Moura and
Dominik Krzeminski and
Hakimeh Fadaei and
Irem Erg{\"{u}}n and
Ifeoma Okoh and
Aisha Alaagib and
Oshan Mudannayake and
Zaid Alyafeai and
Minh Chien Vu and
Sebastian Ruder and
Surya Guthikonda and
Emad A. Alghamdi and
Sebastian Gehrmann and
Niklas Muennighoff and
Max Bartolo and
Julia Kreutzer and
Ahmet {\"{U}}st{\"{u}}n and
Marzieh Fadaee and
Sara Hooker},
title = {Aya Dataset: An Open-Access Collection for Multilingual Instruction
Tuning},
journal = {CoRR},
volume = {abs/2402.06619},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06619},
doi = {10.48550/ARXIV.2402.06619},
eprinttype = {arXiv},
eprint = {2402.06619},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06619.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-01701,
author = {Marcel Nawrath and
Agnieszka Nowak and
Tristan Ratz and
Danilo C. Walenta and
Juri Opitz and
Leonardo F. R. Ribeiro and
Jo{\~{a}}o Sedoc and
Daniel Deutsch and
Simon Mille and
Yixin Liu and
Lining Zhang and
Sebastian Gehrmann and
Saad Mahamood and
Miruna Clinciu and
Khyathi Raghavi Chandu and
Yufang Hou},
title = {On the Role of Summary Content Units in Text Summarization Evaluation},
journal = {CoRR},
volume = {abs/2404.01701},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.01701},
doi = {10.48550/ARXIV.2404.01701},
eprinttype = {arXiv},
eprint = {2404.01701},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-01701.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/GehrmannCS23,
author = {Sebastian Gehrmann and
Elizabeth Clark and
Thibault Sellam},
title = {Repairing the Cracked Foundation: {A} Survey of Obstacles in Evaluation
Practices for Generated Text},
journal = {J. Artif. Intell. Res.},
volume = {77},
pages = {103--166},
year = {2023},
url = {https://doi.org/10.1613/jair.1.13715},
doi = {10.1613/JAIR.1.13715},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/GehrmannCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/JacoviBGGF23,
author = {Alon Jacovi and
Jasmijn Bastings and
Sebastian Gehrmann and
Yoav Goldberg and
Katja Filippova},
title = {Diagnosing {AI} Explanation Methods with Folk Concepts of Behavior},
journal = {J. Artif. Intell. Res.},
volume = {78},
pages = {459--489},
year = {2023},
url = {https://doi.org/10.1613/jair.1.14053},
doi = {10.1613/JAIR.1.14053},
timestamp = {Wed, 29 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/JacoviBGGF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChowdheryNDBMRBCSGSSTMRBTSPRDHPBAI23,
author = {Aakanksha Chowdhery and
Sharan Narang and
Jacob Devlin and
Maarten Bosma and
Gaurav Mishra and
Adam Roberts and
Paul Barham and
Hyung Won Chung and
Charles Sutton and
Sebastian Gehrmann and
Parker Schuh and
Kensen Shi and
Sasha Tsvyashchenko and
Joshua Maynez and
Abhishek Rao and
Parker Barnes and
Yi Tay and
Noam Shazeer and
Vinodkumar Prabhakaran and
Emily Reif and
Nan Du and
Ben Hutchinson and
Reiner Pope and
James Bradbury and
Jacob Austin and
Michael Isard and
Guy Gur{-}Ari and
Pengcheng Yin and
Toju Duke and
Anselm Levskaya and
Sanjay Ghemawat and
Sunipa Dev and
Henryk Michalewski and
Xavier Garcia and
Vedant Misra and
Kevin Robinson and
Liam Fedus and
Denny Zhou and
Daphne Ippolito and
David Luan and
Hyeontaek Lim and
Barret Zoph and
Alexander Spiridonov and
Ryan Sepassi and
David Dohan and
Shivani Agrawal and
Mark Omernick and
Andrew M. Dai and
Thanumalayan Sankaranarayana Pillai and
Marie Pellat and
Aitor Lewkowycz and
Erica Moreira and
Rewon Child and
Oleksandr Polozov and
Katherine Lee and
Zongwei Zhou and
Xuezhi Wang and
Brennan Saeta and
Mark Diaz and
Orhan Firat and
Michele Catasta and
Jason Wei and
Kathy Meier{-}Hellstern and
Douglas Eck and
Jeff Dean and
Slav Petrov and
Noah Fiedel},
title = {PaLM: Scaling Language Modeling with Pathways},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {240:1--240:113},
year = {2023},
url = {http://jmlr.org/papers/v24/22-1144.html},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChowdheryNDBMRBCSGSSTMRBTSPRDHPBAI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SunSCVDGSEG23,
author = {Jiao Sun and
Thibault Sellam and
Elizabeth Clark and
Tu Vu and
Timothy Dozat and
Dan Garrette and
Aditya Siddhant and
Jacob Eisenstein and
Sebastian Gehrmann},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Dialect-robust Evaluation of Generated Text},
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 = {6010--6028},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.331},
doi = {10.18653/V1/2023.ACL-LONG.331},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SunSCVDGSEG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MaynezAG23,
author = {Joshua Maynez and
Priyanka Agrawal and
Sebastian Gehrmann},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Benchmarking Large Language Model Capabilities for Conditional Generation},
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 = {9194--9213},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.511},
doi = {10.18653/V1/2023.ACL-LONG.511},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/MaynezAG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SuzgunSSGTCCLCZ23,
author = {Mirac Suzgun and
Nathan Scales and
Nathanael Sch{\"{a}}rli and
Sebastian Gehrmann and
Yi Tay and
Hyung Won Chung and
Aakanksha Chowdhery and
Quoc V. Le and
Ed H. Chi and
Denny Zhou and
Jason Wei},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve
Them},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {13003--13051},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.824},
doi = {10.18653/V1/2023.FINDINGS-ACL.824},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/SuzgunSSGTCCLCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangM0DCLMGCCS23,
author = {Lining Zhang and
Simon Mille and
Yufang Hou and
Daniel Deutsch and
Elizabeth Clark and
Yixin Liu and
Saad Mahamood and
Sebastian Gehrmann and
Miruna Clinciu and
Khyathi Raghavi Chandu and
Jo{\~{a}}o Sedoc},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {A Needle in a Haystack: An Analysis of High-Agreement Workers on MTurk
for Summarization},
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 = {14944--14982},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.835},
doi = {10.18653/V1/2023.ACL-LONG.835},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhangM0DCLMGCCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GehrmannRNBCPR23,
author = {Sebastian Gehrmann and
Sebastian Ruder and
Vitaly Nikolaev and
Jan A. Botha and
Michael Chavinda and
Ankur P. Parikh and
Clara Rivera},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {TaTA: {A} Multilingual Table-to-Text Dataset for African Languages},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {1719--1740},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.118},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.118},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GehrmannRNBCPR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ClarkRGMANSS0P23,
author = {Elizabeth Clark and
Shruti Rijhwani and
Sebastian Gehrmann and
Joshua Maynez and
Roee Aharoni and
Vitaly Nikolaev and
Thibault Sellam and
Aditya Siddhant and
Dipanjan Das and
Ankur P. Parikh},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {{SEAHORSE:} {A} Multilingual, Multifaceted Dataset for Summarization
Evaluation},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {9397--9413},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.584},
doi = {10.18653/V1/2023.EMNLP-MAIN.584},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ClarkRGMANSS0P23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/JacoviBGGF23,
author = {Alon Jacovi and
Jasmijn Bastings and
Sebastian Gehrmann and
Yoav Goldberg and
Katja Filippova},
title = {Diagnosing {AI} Explanation Methods with Folk Concepts of Behavior},
booktitle = {Proceedings of the 2023 {ACM} Conference on Fairness, Accountability,
and Transparency, FAccT 2023, Chicago, IL, USA, June 12-15, 2023},
pages = {247},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3593013.3593993},
doi = {10.1145/3593013.3593993},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/JacoviBGGF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-17564,
author = {Shijie Wu and
Ozan Irsoy and
Steven Lu and
Vadim Dabravolski and
Mark Dredze and
Sebastian Gehrmann and
Prabhanjan Kambadur and
David S. Rosenberg and
Gideon Mann},
title = {BloombergGPT: {A} Large Language Model for Finance},
journal = {CoRR},
volume = {abs/2303.17564},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.17564},
doi = {10.48550/ARXIV.2303.17564},
eprinttype = {arXiv},
eprint = {2303.17564},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-17564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10403,
author = {Rohan Anil and
Andrew M. Dai and
Orhan Firat and
Melvin Johnson and
Dmitry Lepikhin and
Alexandre Passos and
Siamak Shakeri and
Emanuel Taropa and
Paige Bailey and
Zhifeng Chen and
Eric Chu and
Jonathan H. Clark and
Laurent El Shafey and
Yanping Huang and
Kathy Meier{-}Hellstern and
Gaurav Mishra and
Erica Moreira and
Mark Omernick and
Kevin Robinson and
Sebastian Ruder and
Yi Tay and
Kefan Xiao and
Yuanzhong Xu and
Yujing Zhang and
Gustavo Hern{\'{a}}ndez {\'{A}}brego and
Junwhan Ahn and
Jacob Austin and
Paul Barham and
Jan A. Botha and
James Bradbury and
Siddhartha Brahma and
Kevin Brooks and
Michele Catasta and
Yong Cheng and
Colin Cherry and
Christopher A. Choquette{-}Choo and
Aakanksha Chowdhery and
Cl{\'{e}}ment Crepy and
Shachi Dave and
Mostafa Dehghani and
Sunipa Dev and
Jacob Devlin and
Mark D{\'{\i}}az and
Nan Du and
Ethan Dyer and
Vladimir Feinberg and
Fangxiaoyu Feng and
Vlad Fienber and
Markus Freitag and
Xavier Garcia and
Sebastian Gehrmann and
Lucas Gonzalez and
et al.},
title = {PaLM 2 Technical Report},
journal = {CoRR},
volume = {abs/2305.10403},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10403},
doi = {10.48550/ARXIV.2305.10403},
eprinttype = {arXiv},
eprint = {2305.10403},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10403.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13194,
author = {Elizabeth Clark and
Shruti Rijhwani and
Sebastian Gehrmann and
Joshua Maynez and
Roee Aharoni and
Vitaly Nikolaev and
Thibault Sellam and
Aditya Siddhant and
Dipanjan Das and
Ankur P. Parikh},
title = {{SEAHORSE:} {A} Multilingual, Multifaceted Dataset for Summarization
Evaluation},
journal = {CoRR},
volume = {abs/2305.13194},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13194},
doi = {10.48550/ARXIV.2305.13194},
eprinttype = {arXiv},
eprint = {2305.13194},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13194.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-16793,
author = {Joshua Maynez and
Priyanka Agrawal and
Sebastian Gehrmann},
title = {Benchmarking Large Language Model Capabilities for Conditional Generation},
journal = {CoRR},
volume = {abs/2306.16793},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.16793},
doi = {10.48550/ARXIV.2306.16793},
eprinttype = {arXiv},
eprint = {2306.16793},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-16793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LayneGDWBC22,
author = {Steven Layne and
Sebastian Gehrmann and
Franck Dernoncourt and
Lidan Wang and
Trung Bui and
Walter Chang},
editor = {Amir Pouran Ben Veyseh and
Franck Dernoncourt and
Thien Huu Nguyen and
Walter Chang and
Viet Dack Lai},
title = {A Framework for Automated Text Generation Benchmarking},
booktitle = {Proceedings of the Workshop on Scientific Document Understanding co-located
with 36th {AAAI} Conference on Artificial Inteligence, SDU@AAAI 2022,
Virtual Event, March 1, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3164},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3164/paper30.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:15 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LayneGDWBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GehrmannBMWPMMSUB22,
author = {Sebastian Gehrmann and
Abhik Bhattacharjee and
Abinaya Mahendiran and
Alex Wang and
Alexandros Papangelis and
Aman Madaan and
Angelina McMillan{-}Major and
Anna Shvets and
Ashish Upadhyay and
Bernd Bohnet},
editor = {Wanxiang Che and
Ekaterina Shutova},
title = {GEMv2: Multilingual {NLG} Benchmarking in a Single Line of Code},
booktitle = {Proceedings of the The 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022 - System Demonstrations, Abu Dhabi,
UAE, December 7-11, 2022},
pages = {266--281},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-demos.27},
doi = {10.18653/V1/2022.EMNLP-DEMOS.27},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GehrmannBMWPMMSUB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/OguejiAOGHK22,
author = {Kelechi Ogueji and
Orevaoghene Ahia and
Gbemileke Onilude and
Sebastian Gehrmann and
Sara Hooker and
Julia Kreutzer},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Intriguing Properties of Compression on Multilingual Models},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {9092--9110},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.619},
doi = {10.18653/V1/2022.EMNLP-MAIN.619},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/OguejiAOGHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-11239,
author = {Alon Jacovi and
Jasmijn Bastings and
Sebastian Gehrmann and
Yoav Goldberg and
Katja Filippova},
title = {Diagnosing {AI} Explanation Methods with Folk Concepts of Behavior},
journal = {CoRR},
volume = {abs/2201.11239},
year = {2022},
url = {https://arxiv.org/abs/2201.11239},
eprinttype = {arXiv},
eprint = {2201.11239},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-11239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06935,
author = {Sebastian Gehrmann and
Elizabeth Clark and
Thibault Sellam},
title = {Repairing the Cracked Foundation: {A} Survey of Obstacles in Evaluation
Practices for Generated Text},
journal = {CoRR},
volume = {abs/2202.06935},
year = {2022},
url = {https://arxiv.org/abs/2202.06935},
eprinttype = {arXiv},
eprint = {2202.06935},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06935.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-02311,
author = {Aakanksha Chowdhery and
Sharan Narang and
Jacob Devlin and
Maarten Bosma and
Gaurav Mishra and
Adam Roberts and
Paul Barham and
Hyung Won Chung and
Charles Sutton and
Sebastian Gehrmann and
Parker Schuh and
Kensen Shi and
Sasha Tsvyashchenko and
Joshua Maynez and
Abhishek Rao and
Parker Barnes and
Yi Tay and
Noam Shazeer and
Vinodkumar Prabhakaran and
Emily Reif and
Nan Du and
Ben Hutchinson and
Reiner Pope and
James Bradbury and
Jacob Austin and
Michael Isard and
Guy Gur{-}Ari and
Pengcheng Yin and
Toju Duke and
Anselm Levskaya and
Sanjay Ghemawat and
Sunipa Dev and
Henryk Michalewski and
Xavier Garcia and
Vedant Misra and
Kevin Robinson and
Liam Fedus and
Denny Zhou and
Daphne Ippolito and
David Luan and
Hyeontaek Lim and
Barret Zoph and
Alexander Spiridonov and
Ryan Sepassi and
David Dohan and
Shivani Agrawal and
Mark Omernick and
Andrew M. Dai and
Thanumalayan Sankaranarayana Pillai and
Marie Pellat and
Aitor Lewkowycz and
Erica Moreira and
Rewon Child and
Oleksandr Polozov and
Katherine Lee and
Zongwei Zhou and
Xuezhi Wang and
Brennan Saeta and
Mark Diaz and
Orhan Firat and
Michele Catasta and
Jason Wei and
Kathy Meier{-}Hellstern and
Douglas Eck and
Jeff Dean and
Slav Petrov and
Noah Fiedel},
title = {PaLM: Scaling Language Modeling with Pathways},
journal = {CoRR},
volume = {abs/2204.02311},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.02311},
doi = {10.48550/ARXIV.2204.02311},
eprinttype = {arXiv},
eprint = {2204.02311},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-02311.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11249,
author = {Sebastian Gehrmann and
Abhik Bhattacharjee and
Abinaya Mahendiran and
Alex Wang and
Alexandros Papangelis and
Aman Madaan and
Angelina McMillan{-}Major and
Anna Shvets and
Ashish Upadhyay and
Bingsheng Yao and
Bryan Wilie and
Chandra Bhagavatula and
Chaobin You and
Craig Thomson and
Cristina Garbacea and
Dakuo Wang and
Daniel Deutsch and
Deyi Xiong and
Di Jin and
Dimitra Gkatzia and
Dragomir R. Radev and
Elizabeth Clark and
Esin Durmus and
Faisal Ladhak and
Filip Ginter and
Genta Indra Winata and
Hendrik Strobelt and
Hiroaki Hayashi and
Jekaterina Novikova and
Jenna Kanerva and
Jenny Chim and
Jiawei Zhou and
Jordan Clive and
Joshua Maynez and
Jo{\~{a}}o Sedoc and
Juraj Juraska and
Kaustubh D. Dhole and
Khyathi Raghavi Chandu and
Laura Perez{-}Beltrachini and
Leonardo F. R. Ribeiro and
Lewis Tunstall and
Li Zhang and
Mahima Pushkarna and
Mathias Creutz and
Michael White and
Mihir Sanjay Kale and
Moussa Kamal Eddine and
Nico Daheim and
Nishant Subramani and
Ondrej Dusek and
Paul Pu Liang and
Pawan Sasanka Ammanamanchi and
Qi Zhu and
Ratish Puduppully and
Reno Kriz and
Rifat Shahriyar and
Ronald Cardenas and
Saad Mahamood and
Salomey Osei and
Samuel Cahyawijaya and
Sanja Stajner and
S{\'{e}}bastien Montella and
Shailza Jolly and
Simon Mille and
Tahmid Hasan and
Tianhao Shen and
Tosin P. AMahidewumi and
Vikas Raunak and
Vipul Raheja and
Vitaly Nikolaev and
Vivian Tsai and
Yacine Jernite and
Ying Xu and
Yisi Sang and
Yixin Liu and
Yufang Hou},
title = {GEMv2: Multilingual {NLG} Benchmarking in a Single Line of Code},
journal = {CoRR},
volume = {abs/2206.11249},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.11249},
doi = {10.48550/ARXIV.2206.11249},
eprinttype = {arXiv},
eprint = {2206.11249},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-11249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09261,
author = {Mirac Suzgun and
Nathan Scales and
Nathanael Sch{\"{a}}rli and
Sebastian Gehrmann and
Yi Tay and
Hyung Won Chung and
Aakanksha Chowdhery and
Quoc V. Le and
Ed H. Chi and
Denny Zhou and
Jason Wei},
title = {Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve
Them},
journal = {CoRR},
volume = {abs/2210.09261},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09261},
doi = {10.48550/ARXIV.2210.09261},
eprinttype = {arXiv},
eprint = {2210.09261},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00142,
author = {Sebastian Gehrmann and
Sebastian Ruder and
Vitaly Nikolaev and
Jan A. Botha and
Michael Chavinda and
Ankur P. Parikh and
Clara Rivera},
title = {TaTa: {A} Multilingual Table-to-Text Dataset for African Languages},
journal = {CoRR},
volume = {abs/2211.00142},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00142},
doi = {10.48550/ARXIV.2211.00142},
eprinttype = {arXiv},
eprint = {2211.00142},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00922,
author = {Jiao Sun and
Thibault Sellam and
Elizabeth Clark and
Tu Vu and
Timothy Dozat and
Dan Garrette and
Aditya Siddhant and
Jacob Eisenstein and
Sebastian Gehrmann},
title = {Dialect-robust Evaluation of Generated Text},
journal = {CoRR},
volume = {abs/2211.00922},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00922},
doi = {10.48550/ARXIV.2211.00922},
eprinttype = {arXiv},
eprint = {2211.00922},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00922.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-02738,
author = {Kelechi Ogueji and
Orevaoghene Ahia and
Gbemileke Onilude and
Sebastian Gehrmann and
Sara Hooker and
Julia Kreutzer},
title = {Intriguing Properties of Compression on Multilingual Models},
journal = {CoRR},
volume = {abs/2211.02738},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.02738},
doi = {10.48550/ARXIV.2211.02738},
eprinttype = {arXiv},
eprint = {2211.02738},
timestamp = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-02738.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-09070,
author = {Chris Alberti and
Kuzman Ganchev and
Michael Collins and
Sebastian Gehrmann and
Ciprian Chelba},
title = {Towards Computationally Verifiable Semantic Grounding for Language
Models},
journal = {CoRR},
volume = {abs/2211.09070},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.09070},
doi = {10.48550/ARXIV.2211.09070},
eprinttype = {arXiv},
eprint = {2211.09070},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-09070.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10397,
author = {Lining Zhang and
Jo{\~{a}}o Sedoc and
Simon Mille and
Yufang Hou and
Sebastian Gehrmann and
Daniel Deutsch and
Elizabeth Clark and
Yixin Liu and
Miruna Clinciu and
Saad Mahamood and
Khyathi Raghavi Chandu},
title = {Needle in a Haystack: An Analysis of Finding Qualified Workers on
MTurk for Summarization},
journal = {CoRR},
volume = {abs/2212.10397},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10397},
doi = {10.48550/ARXIV.2212.10397},
eprinttype = {arXiv},
eprint = {2212.10397},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/FinlaysonMGSLB20,
author = {Matthew Finlayson and
Aaron Mueller and
Sebastian Gehrmann and
Stuart M. Shieber and
Tal Linzen and
Yonatan Belinkov},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Causal Analysis of Syntactic Agreement Mechanisms in Neural Language
Models},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {1828--1843},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.144},
doi = {10.18653/V1/2021.ACL-LONG.144},
timestamp = {Mon, 09 Aug 2021 16:25:37 +0200},
biburl = {https://dblp.org/rec/conf/acl/FinlaysonMGSLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/StrobeltHSG21,
author = {Hendrik Strobelt and
Benjamin Hoover and
Arvind Satyanarayan and
Sebastian Gehrmann},
editor = {Heike Adel and
Shuming Shi},
title = {LMdiff: {A} Visual Diff Tool to Compare Language Models},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing: System Demonstrations, {EMNLP} 2021, Online and
Punta Cana, Dominican Republic, 7-11 November, 2021},
pages = {96--105},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-demo.12},
doi = {10.18653/V1/2021.EMNLP-DEMO.12},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/StrobeltHSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PuCPGS21,
author = {Amy Pu and
Hyung Won Chung and
Ankur P. Parikh and
Sebastian Gehrmann and
Thibault Sellam},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Learning Compact Metrics for {MT}},
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 = {751--762},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.58},
doi = {10.18653/V1/2021.EMNLP-MAIN.58},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/PuCPGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MilleDMPGKMG21,
author = {Simon Mille and
Kaustubh D. Dhole and
Saad Mahamood and
Laura Perez{-}Beltrachini and
Varun Gangal and
Mihir Sanjay Kale and
Emiel van Miltenburg and
Sebastian Gehrmann},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {Automatic Construction of Evaluation Suites for Natural Language Generation
Datasets},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/ec8956637a99787bd197eacd77acce5e-Abstract-round1.html},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MilleDMPGKMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuanINCCG21,
author = {Ann Yuan and
Daphne Ippolito and
Vitaly Nikolaev and
Chris Callison{-}Burch and
Andy Coenen and
Sebastian Gehrmann},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {SynthBio: {A} Case Study in Faster Curation of Text Datasets},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/9fc3d7152ba9336a670e36d0ed79bc43-Abstract-round2.html},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/YuanINCCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-01672,
author = {Sebastian Gehrmann and
Tosin P. Adewumi and
Karmanya Aggarwal and
Pawan Sasanka Ammanamanchi and
Aremu Anuoluwapo and
Antoine Bosselut and
Khyathi Raghavi Chandu and
Miruna{-}Adriana Clinciu and
Dipanjan Das and
Kaustubh D. Dhole and
Wanyu Du and
Esin Durmus and
Ondrej Dusek and
Chris Emezue and
Varun Gangal and
Cristina Garbacea and
Tatsunori Hashimoto and
Yufang Hou and
Yacine Jernite and
Harsh Jhamtani and
Yangfeng Ji and
Shailza Jolly and
Dhruv Kumar and
Faisal Ladhak and
Aman Madaan and
Mounica Maddela and
Khyati Mahajan and
Saad Mahamood and
Bodhisattwa Prasad Majumder and
Pedro Henrique Martins and
Angelina McMillan{-}Major and
Simon Mille and
Emiel van Miltenburg and
Moin Nadeem and
Shashi Narayan and
Vitaly Nikolaev and
Rubungo Andre Niyongabo and
Salomey Osei and
Ankur P. Parikh and
Laura Perez{-}Beltrachini and
Niranjan Ramesh Rao and
Vikas Raunak and
Juan Diego Rodriguez and
Sashank Santhanam and
Jo{\~{a}}o Sedoc and
Thibault Sellam and
Samira Shaikh and
Anastasia Shimorina and
Marco Antonio Sobrevilla Cabezudo and
Hendrik Strobelt and
Nishant Subramani and
Wei Xu and
Diyi Yang and
Akhila Yerukola and
Jiawei Zhou},
title = {The {GEM} Benchmark: Natural Language Generation, its Evaluation and
Metrics},
journal = {CoRR},
volume = {abs/2102.01672},
year = {2021},
url = {https://arxiv.org/abs/2102.01672},
eprinttype = {arXiv},
eprint = {2102.01672},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-01672.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06087,
author = {Matthew Finlayson and
Aaron Mueller and
Sebastian Gehrmann and
Stuart M. Shieber and
Tal Linzen and
Yonatan Belinkov},
title = {Causal Analysis of Syntactic Agreement Mechanisms in Neural Language
Models},
journal = {CoRR},
volume = {abs/2106.06087},
year = {2021},
url = {https://arxiv.org/abs/2106.06087},
eprinttype = {arXiv},
eprint = {2106.06087},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09069,
author = {Simon Mille and
Kaustubh D. Dhole and
Saad Mahamood and
Laura Perez{-}Beltrachini and
Varun Gangal and
Mihir Sanjay Kale and
Emiel van Miltenburg and
Sebastian Gehrmann},
title = {Automatic Construction of Evaluation Suites for Natural Language Generation
Datasets},
journal = {CoRR},
volume = {abs/2106.09069},
year = {2021},
url = {https://arxiv.org/abs/2106.09069},
eprinttype = {arXiv},
eprint = {2106.09069},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09069.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-07374,
author = {Angelina McMillan{-}Major and
Salomey Osei and
Juan Diego Rodriguez and
Pawan Sasanka Ammanamanchi and
Sebastian Gehrmann and
Yacine Jernite},
title = {Reusable Templates and Guides For Documenting Datasets and Models
for Natural Language Processing and Generation: {A} Case Study of
the HuggingFace and {GEM} Data and Model Cards},
journal = {CoRR},
volume = {abs/2108.07374},
year = {2021},
url = {https://arxiv.org/abs/2108.07374},
eprinttype = {arXiv},
eprint = {2108.07374},
timestamp = {Fri, 20 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-07374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06341,
author = {Amy Pu and
Hyung Won Chung and
Ankur P. Parikh and
Sebastian Gehrmann and
Thibault Sellam},
title = {Learning Compact Metrics for {MT}},
journal = {CoRR},
volume = {abs/2110.06341},
year = {2021},
url = {https://arxiv.org/abs/2110.06341},
eprinttype = {arXiv},
eprint = {2110.06341},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01582,
author = {Hendrik Strobelt and
Benjamin Hoover and
Arvind Satyanarayan and
Sebastian Gehrmann},
title = {LMdiff: {A} Visual Diff Tool to Compare Language Models},
journal = {CoRR},
volume = {abs/2111.01582},
year = {2021},
url = {https://arxiv.org/abs/2111.01582},
eprinttype = {arXiv},
eprint = {2111.01582},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-01582.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-06467,
author = {Ann Yuan and
Daphne Ippolito and
Vitaly Nikolaev and
Chris Callison{-}Burch and
Andy Coenen and
Sebastian Gehrmann},
title = {SynthBio: {A} Case Study in Human-AI Collaborative Curation of Text
Datasets},
journal = {CoRR},
volume = {abs/2111.06467},
year = {2021},
url = {https://arxiv.org/abs/2111.06467},
eprinttype = {arXiv},
eprint = {2111.06467},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-06467.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-02721,
author = {Kaustubh D. Dhole and
Varun Gangal and
Sebastian Gehrmann and
Aadesh Gupta and
Zhenhao Li and
Saad Mahamood and
Abinaya Mahendiran and
Simon Mille and
Ashish Srivastava and
Samson Tan and
Tongshuang Wu and
Jascha Sohl{-}Dickstein and
Jinho D. Choi and
Eduard H. Hovy and
Ondrej Dusek and
Sebastian Ruder and
Sajant Anand and
Nagender Aneja and
Rabin Banjade and
Lisa Barthe and
Hanna Behnke and
Ian Berlot{-}Attwell and
Connor Boyle and
Caroline Brun and
Marco Antonio Sobrevilla Cabezudo and
Samuel Cahyawijaya and
Emile Chapuis and
Wanxiang Che and
Mukund Choudhary and
Christian Clauss and
Pierre Colombo and
Filip Cornell and
Gautier Dagan and
Mayukh Das and
Tanay Dixit and
Thomas Dopierre and
Paul{-}Alexis Dray and
Suchitra Dubey and
Tatiana Ekeinhor and
Marco Di Giovanni and
Rishabh Gupta and
Rishabh Gupta and
Louanes Hamla and
Sang Han and
Fabrice Harel{-}Canada and
Antoine Honore and
Ishan Jindal and
Przemyslaw K. Joniak and
Denis Kleyko and
Venelin Kovatchev and
et al.},
title = {NL-Augmenter: {A} Framework for Task-Sensitive Natural Language Augmentation},
journal = {CoRR},
volume = {abs/2112.02721},
year = {2021},
url = {https://arxiv.org/abs/2112.02721},
eprinttype = {arXiv},
eprint = {2112.02721},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-02721.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/behaviourIT/ZancanaroSSCGCS20,
author = {Massimo Zancanaro and
Oliviero Stock and
Gianluca Schiavo and
Alessandro Cappelletti and
Sebastian Gehrmann and
Daphna Canetti and
Ohad Shaked and
Shani Fachter and
Rachel Yifat and
Ravit Mimran and
Patrice L. (Tamar) Weiss},
title = {Evaluating an automated mediator for joint narratives in a conflict
situation},
journal = {Behav. Inf. Technol.},
volume = {39},
number = {9},
pages = {1022--1037},
year = {2020},
url = {https://doi.org/10.1080/0144929X.2019.1637940},
doi = {10.1080/0144929X.2019.1637940},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/behaviourIT/ZancanaroSSCGCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/GehrmannSKPR20,
author = {Sebastian Gehrmann and
Hendrik Strobelt and
Robert Kr{\"{u}}ger and
Hanspeter Pfister and
Alexander M. Rush},
title = {Visual Interaction with Deep Learning Models through Collaborative
Semantic Inference},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {26},
number = {1},
pages = {884--894},
year = {2020},
url = {https://doi.org/10.1109/TVCG.2019.2934595},
doi = {10.1109/TVCG.2019.2934595},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/GehrmannSKPR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/BelinkovGP20,
author = {Yonatan Belinkov and
Sebastian Gehrmann and
Ellie Pavlick},
editor = {Agata Savary and
Yue Zhang},
title = {Interpretability and Analysis in Neural {NLP}},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics: Tutorial Abstracts, {ACL} 2020, Online, July 5, 2020},
pages = {1--5},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-tutorials.1},
doi = {10.18653/V1/2020.ACL-TUTORIALS.1},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/BelinkovGP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HooverSG20,
author = {Benjamin Hoover and
Hendrik Strobelt and
Sebastian Gehrmann},
editor = {Asli Celikyilmaz and
Tsung{-}Hsien Wen},
title = {exBERT: {A} Visual Analysis Tool to Explore Learned Representations
in Transformer Models},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics: System Demonstrations, {ACL} 2020, Online, July 5-10,
2020},
pages = {187--196},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-demos.22},
doi = {10.18653/V1/2020.ACL-DEMOS.22},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/HooverSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/TenneyWBBCGJPRR20,
author = {Ian Tenney and
James Wexler and
Jasmijn Bastings and
Tolga Bolukbasi and
Andy Coenen and
Sebastian Gehrmann and
Ellen Jiang and
Mahima Pushkarna and
Carey Radebaugh and
Emily Reif and
Ann Yuan},
editor = {Qun Liu and
David Schlangen},
title = {The Language Interpretability Tool: Extensible, Interactive Visualizations
and Analysis for {NLP} Models},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing: System Demonstrations, {EMNLP} 2020 - Demos,
Online, November 16-20, 2020},
pages = {107--118},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-demos.15},
doi = {10.18653/V1/2020.EMNLP-DEMOS.15},
timestamp = {Wed, 08 Sep 2021 16:17:48 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/TenneyWBBCGJPRR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ParikhWGFDYD20,
author = {Ankur P. Parikh and
Xuezhi Wang and
Sebastian Gehrmann and
Manaal Faruqui and
Bhuwan Dhingra and
Diyi Yang and
Dipanjan Das},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {ToTTo: {A} Controlled Table-To-Text Generation Dataset},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {1173--1186},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.89},
doi = {10.18653/V1/2020.EMNLP-MAIN.89},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ParikhWGFDYD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/MoseleyWWFTGCGD20,
author = {Edward T. Moseley and
Joy T. Wu and
Jonathan Welt and
John Foote Jr. and
Patrick D. Tyler and
David W. Grant and
Eric T. Carlson and
Sebastian Gehrmann and
Franck Dernoncourt and
Leo Anthony Celi},
editor = {Nicoletta Calzolari and
Fr{\'{e}}d{\'{e}}ric B{\'{e}}chet and
Philippe Blache and
Khalid Choukri and
Christopher Cieri and
Thierry Declerck and
Sara Goggi and
Hitoshi Isahara and
Bente Maegaard and
Joseph Mariani and
H{\'{e}}l{\`{e}}ne Mazo and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis},
title = {A Corpus for Detecting High-Context Medical Conditions in Intensive
Care Patient Notes Focusing on Frequently Readmitted Patients},
booktitle = {Proceedings of The 12th Language Resources and Evaluation Conference,
{LREC} 2020, Marseille, France, May 11-16, 2020},
pages = {1362--1367},
publisher = {European Language Resources Association},
year = {2020},
url = {https://aclanthology.org/2020.lrec-1.170/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lrec/MoseleyWWFTGCGD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VigGBQNSS20,
author = {Jesse Vig and
Sebastian Gehrmann and
Yonatan Belinkov and
Sharon Qian and
Daniel Nevo and
Yaron Singer and
Stuart M. Shieber},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Investigating Gender Bias in Language Models Using Causal Mediation
Analysis},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/92650b2e92217715fe312e6fa7b90d82-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/VigGBQNSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wmt/SellamPCGTFDP20,
author = {Thibault Sellam and
Amy Pu and
Hyung Won Chung and
Sebastian Gehrmann and
Qijun Tan and
Markus Freitag and
Dipanjan Das and
Ankur P. Parikh},
editor = {Lo{\"{\i}}c Barrault and
Ondrej Bojar and
Fethi Bougares and
Rajen Chatterjee and
Marta R. Costa{-}juss{\`{a}} and
Christian Federmann and
Mark Fishel and
Alexander Fraser and
Yvette Graham and
Paco Guzman and
Barry Haddow and
Matthias Huck and
Antonio Jimeno{-}Yepes and
Philipp Koehn and
Andr{\'{e}} Martins and
Makoto Morishita and
Christof Monz and
Masaaki Nagata and
Toshiaki Nakazawa and
Matteo Negri},
title = {Learning to Evaluate Translation Beyond English: {BLEURT} Submissions
to the {WMT} Metrics 2020 Shared Task},
booktitle = {Proceedings of the Fifth Conference on Machine Translation, WMT@EMNLP
2020, Online, November 19-20, 2020},
pages = {921--927},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://aclanthology.org/2020.wmt-1.102/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wmt/SellamPCGTFDP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-03044,
author = {Edward T. Moseley and
Joy T. Wu and
Jonathan Welt and
John Foote Jr. and
Patrick D. Tyler and
David W. Grant and
Eric T. Carlson and
Sebastian Gehrmann and
Franck Dernoncourt and
Leo Anthony Celi},
title = {A Corpus for Detecting High-Context Medical Conditions in Intensive
Care Patient Notes Focusing on Frequently Readmitted Patients},
journal = {CoRR},
volume = {abs/2003.03044},
year = {2020},
url = {https://arxiv.org/abs/2003.03044},
eprinttype = {arXiv},
eprint = {2003.03044},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-03044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12265,
author = {Jesse Vig and
Sebastian Gehrmann and
Yonatan Belinkov and
Sharon Qian and
Daniel Nevo and
Yaron Singer and
Stuart M. Shieber},
title = {Causal Mediation Analysis for Interpreting Neural {NLP:} The Case
of Gender Bias},
journal = {CoRR},
volume = {abs/2004.12265},
year = {2020},
url = {https://arxiv.org/abs/2004.12265},
eprinttype = {arXiv},
eprint = {2004.12265},
timestamp = {Tue, 28 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14373,
author = {Ankur P. Parikh and
Xuezhi Wang and
Sebastian Gehrmann and
Manaal Faruqui and
Bhuwan Dhingra and
Diyi Yang and
Dipanjan Das},
title = {ToTTo: {A} Controlled Table-To-Text Generation Dataset},
journal = {CoRR},
volume = {abs/2004.14373},
year = {2020},
url = {https://arxiv.org/abs/2004.14373},
eprinttype = {arXiv},
eprint = {2004.14373},
timestamp = {Tue, 05 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-14373.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-11248,
author = {Payel Das and
Tom Sercu and
Kahini Wadhawan and
Inkit Padhi and
Sebastian Gehrmann and
Flaviu S. Cipcigan and
Vijil Chenthamarakshan and
Hendrik Strobelt and
C{\'{\i}}cero Nogueira dos Santos and
Pin{-}Yu Chen and
Yi Yan Yang and
Jeremy Tan and
James Hedrick and
Jason Crain and
Aleksandra Mojsilovic},
title = {Accelerating Antimicrobial Discovery with Controllable Deep Generative
Models and Molecular Dynamics},
journal = {CoRR},
volume = {abs/2005.11248},
year = {2020},
url = {https://arxiv.org/abs/2005.11248},
eprinttype = {arXiv},
eprint = {2005.11248},
timestamp = {Wed, 24 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-11248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-05122,
author = {Ian Tenney and
James Wexler and
Jasmijn Bastings and
Tolga Bolukbasi and
Andy Coenen and
Sebastian Gehrmann and
Ellen Jiang and
Mahima Pushkarna and
Carey Radebaugh and
Emily Reif and
Ann Yuan},
title = {The Language Interpretability Tool: Extensible, Interactive Visualizations
and Analysis for {NLP} Models},
journal = {CoRR},
volume = {abs/2008.05122},
year = {2020},
url = {https://arxiv.org/abs/2008.05122},
eprinttype = {arXiv},
eprint = {2008.05122},
timestamp = {Sun, 16 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-05122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04297,
author = {Thibault Sellam and
Amy Pu and
Hyung Won Chung and
Sebastian Gehrmann and
Qijun Tan and
Markus Freitag and
Dipanjan Das and
Ankur P. Parikh},
title = {Learning to Evaluate Translation Beyond English: {BLEURT} Submissions
to the {WMT} Metrics 2020 Shared Task},
journal = {CoRR},
volume = {abs/2010.04297},
year = {2020},
url = {https://arxiv.org/abs/2010.04297},
eprinttype = {arXiv},
eprint = {2010.04297},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04297.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/StrobeltGBPPR19,
author = {Hendrik Strobelt and
Sebastian Gehrmann and
Michael Behrisch and
Adam Perer and
Hanspeter Pfister and
Alexander M. Rush},
title = {Seq2seq-Vis: {A} Visual Debugging Tool for Sequence-to-Sequence Models},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {25},
number = {1},
pages = {353--363},
year = {2019},
url = {https://doi.org/10.1109/TVCG.2018.2865044},
doi = {10.1109/TVCG.2018.2865044},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/StrobeltGBPPR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GehrmannSR19,
author = {Sebastian Gehrmann and
Hendrik Strobelt and
Alexander M. Rush},
editor = {Marta R. Costa{-}juss{\`{a}} and
Enrique Alfonseca},
title = {{GLTR:} Statistical Detection and Visualization of Generated Text},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28 - August 2, 2019,
Volume 3: System Demonstrations},
pages = {111--116},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-3019},
doi = {10.18653/V1/P19-3019},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/GehrmannSR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/WuGLTGSGC19,
author = {Joy T. Wu and
David W. Grant and
Shrey Lakhotia and
Patrick D. Tyler and
Daniel F. Gruhl and
Chaitanya Shivade and
Sebastian Gehrmann and
Leo A. Celi},
title = {Identifying documented medical non-adherence from clinical notes using
natural language processing},
booktitle = {{AMIA} 2019, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 16-20, 2019},
publisher = {{AMIA}},
year = {2019},
url = {https://knowledge.amia.org/69862-amia-1.4570936/t007-1.4573510/t007-1.4573511/3200712-1.4573554/3203399-1.4573551},
timestamp = {Wed, 17 Apr 2024 11:47:08 +0200},
biburl = {https://dblp.org/rec/conf/amia/WuGLTGSGC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SercuGSDPSWC19,
author = {Tom Sercu and
Sebastian Gehrmann and
Hendrik Strobelt and
Payel Das and
Inkit Padhi and
C{\'{\i}}cero Nogueira dos Santos and
Kahini Wadhawan and
Vijil Chenthamarakshan},
title = {Interactive Visual Exploration of Latent Space {(IVELS)} for peptide
auto-encoder model selection},
booktitle = {Deep Generative Models for Highly Structured Data, {ICLR} 2019 Workshop,
New Orleans, Louisiana, United States, May 6, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=Hkl8EILFdN},
timestamp = {Thu, 25 Jul 2019 16:26:32 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SercuGSDPSWC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inlg/RizviGD19,
author = {Naba Rizvi and
Sebastian Gehrmann and
Franck Dernoncourt},
editor = {Kees van Deemter and
Chenghua Lin and
Hiroya Takamura},
title = {Margin Call: an Accessible Web-based Text Viewer with Generated Paragraph
Summaries in the Margin},
booktitle = {Proceedings of the 12th International Conference on Natural Language
Generation, {INLG} 2019, Tokyo, Japan, October 29 - November 1, 2019},
pages = {244--246},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://aclanthology.org/W19-8632/},
doi = {10.18653/V1/W19-8632},
timestamp = {Wed, 08 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inlg/RizviGD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inlg/GehrmannZR19,
author = {Sebastian Gehrmann and
Zachary M. Ziegler and
Alexander M. Rush},
editor = {Kees van Deemter and
Chenghua Lin and
Hiroya Takamura},
title = {Generating Abstractive Summaries with Finetuned Language Models},
booktitle = {Proceedings of the 12th International Conference on Natural Language
Generation, {INLG} 2019, Tokyo, Japan, October 29 - November 1, 2019},
pages = {516--522},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://aclanthology.org/W19-8665/},
doi = {10.18653/V1/W19-8665},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inlg/GehrmannZR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/GehrmannLD19,
author = {Sebastian Gehrmann and
Steven Layne and
Franck Dernoncourt},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {Improving Human Text Comprehension through Semi-Markov CRF-based Neural
Section Title Generation},
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 = {1677--1688},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1168},
doi = {10.18653/V1/N19-1168},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/GehrmannLD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-07142,
author = {Sebastian Gehrmann and
Steven Layne and
Franck Dernoncourt},
title = {Improving Human Text Comprehension through Semi-Markov CRF-based Neural
Section Title Generation},
journal = {CoRR},
volume = {abs/1904.07142},
year = {2019},
url = {http://arxiv.org/abs/1904.07142},
eprinttype = {arXiv},
eprint = {1904.07142},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-07142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03648,
author = {Mirac Suzgun and
Sebastian Gehrmann and
Yonatan Belinkov and
Stuart M. Shieber},
title = {{LSTM} Networks Can Perform Dynamic Counting},
journal = {CoRR},
volume = {abs/1906.03648},
year = {2019},
url = {http://arxiv.org/abs/1906.03648},
eprinttype = {arXiv},
eprint = {1906.03648},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03648.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04043,
author = {Sebastian Gehrmann and
Hendrik Strobelt and
Alexander M. Rush},
title = {{GLTR:} Statistical Detection and Visualization of Generated Text},
journal = {CoRR},
volume = {abs/1906.04043},
year = {2019},
url = {http://arxiv.org/abs/1906.04043},
eprinttype = {arXiv},
eprint = {1906.04043},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04043.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-11597,
author = {Massimo Zancanaro and
Oliviero Stock and
Gianluca Schiavo and
Alessandro Cappelletti and
Sebastian Gehrmann and
Daphna Canetti and
Ohad Shaked and
Shani Fachter and
Rachel Yifat and
Ravit Mimran and
Patrice L. Weiss},
title = {Evaluating an Automated Mediator for Joint Narratives in a Conflict
Situation},
journal = {CoRR},
volume = {abs/1906.11597},
year = {2019},
url = {http://arxiv.org/abs/1906.11597},
eprinttype = {arXiv},
eprint = {1906.11597},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-11597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-10739,
author = {Sebastian Gehrmann and
Hendrik Strobelt and
Robert Kr{\"{u}}ger and
Hanspeter Pfister and
Alexander M. Rush},
title = {Visual Interaction with Deep Learning Models through Collaborative
Semantic Inference},
journal = {CoRR},
volume = {abs/1907.10739},
year = {2019},
url = {http://arxiv.org/abs/1907.10739},
eprinttype = {arXiv},
eprint = {1907.10739},
timestamp = {Thu, 01 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-10739.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-06938,
author = {Zachary M. Ziegler and
Luke Melas{-}Kyriazi and
Sebastian Gehrmann and
Alexander M. Rush},
title = {Encoder-Agnostic Adaptation for Conditional Language Generation},
journal = {CoRR},
volume = {abs/1908.06938},
year = {2019},
url = {http://arxiv.org/abs/1908.06938},
eprinttype = {arXiv},
eprint = {1908.06938},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-06938.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05276,
author = {Benjamin Hoover and
Hendrik Strobelt and
Sebastian Gehrmann},
title = {exBERT: {A} Visual Analysis Tool to Explore Learned Representations
in Transformers Models},
journal = {CoRR},
volume = {abs/1910.05276},
year = {2019},
url = {http://arxiv.org/abs/1910.05276},
eprinttype = {arXiv},
eprint = {1910.05276},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-05276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-03329,
author = {Mirac Suzgun and
Sebastian Gehrmann and
Yonatan Belinkov and
Stuart M. Shieber},
title = {Memory-Augmented Recurrent Neural Networks Can Learn Generalized Dyck
Languages},
journal = {CoRR},
volume = {abs/1911.03329},
year = {2019},
url = {http://arxiv.org/abs/1911.03329},
eprinttype = {arXiv},
eprint = {1911.03329},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-03329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/WuDGTMCGLWC18,
author = {Joy T. Wu and
Franck Dernoncourt and
Sebastian Gehrmann and
Patrick D. Tyler and
Edward T. Moseley and
Eric T. Carlson and
David W. Grant and
Yeran Li and
Jonathan Welt and
Leo Anthony Celi},
title = {Behind the scenes: {A} medical natural language processing project},
journal = {Int. J. Medical Informatics},
volume = {112},
pages = {68--73},
year = {2018},
url = {https://doi.org/10.1016/j.ijmedinf.2017.12.003},
doi = {10.1016/J.IJMEDINF.2017.12.003},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijmi/WuDGTMCGLWC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/StrobeltGPR18,
author = {Hendrik Strobelt and
Sebastian Gehrmann and
Hanspeter Pfister and
Alexander M. Rush},
title = {LSTMVis: {A} Tool for Visual Analysis of Hidden State Dynamics in
Recurrent Neural Networks},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {24},
number = {1},
pages = {667--676},
year = {2018},
url = {https://doi.org/10.1109/TVCG.2017.2744158},
doi = {10.1109/TVCG.2017.2744158},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/StrobeltGPR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/StrobeltGBPPR18,
author = {Hendrik Strobelt and
Sebastian Gehrmann and
Michael Behrisch and
Adam Perer and
Hanspeter Pfister and
Alexander M. Rush},
editor = {Tal Linzen and
Grzegorz Chrupala and
Afra Alishahi},
title = {Debugging Sequence-to-Sequence Models with Seq2Seq-Vis},
booktitle = {Proceedings of the Workshop: Analyzing and Interpreting Neural Networks
for NLP, BlackboxNLP@EMNLP 2018, Brussels, Belgium, November 1, 2018},
pages = {368--370},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/w18-5451},
doi = {10.18653/V1/W18-5451},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/StrobeltGBPPR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GehrmannDR18,
author = {Sebastian Gehrmann and
Yuntian Deng and
Alexander M. Rush},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Bottom-Up Abstractive Summarization},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {4098--4109},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1443},
doi = {10.18653/V1/D18-1443},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GehrmannDR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inlg/GehrmannDER18,
author = {Sebastian Gehrmann and
Falcon Z. Dai and
Henry Elder and
Alexander M. Rush},
editor = {Emiel Krahmer and
Albert Gatt and
Martijn Goudbeek},
title = {End-to-End Content and Plan Selection for Data-to-Text Generation},
booktitle = {Proceedings of the 11th International Conference on Natural Language
Generation, Tilburg University, The Netherlands, November 5-8, 2018},
pages = {46--56},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/w18-6505},
doi = {10.18653/V1/W18-6505},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inlg/GehrmannDER18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inlg/ElderGOL18,
author = {Henry Elder and
Sebastian Gehrmann and
Alexander O'Connor and
Qun Liu},
editor = {Emiel Krahmer and
Albert Gatt and
Martijn Goudbeek},
title = {{E2E} {NLG} Challenge Submission: Towards Controllable Generation
of Diverse Natural Language},
booktitle = {Proceedings of the 11th International Conference on Natural Language
Generation, Tilburg University, The Netherlands, November 5-8, 2018},
pages = {457--462},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/w18-6556},
doi = {10.18653/V1/W18-6556},
timestamp = {Wed, 08 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inlg/ElderGOL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-09299,
author = {Hendrik Strobelt and
Sebastian Gehrmann and
Michael Behrisch and
Adam Perer and
Hanspeter Pfister and
Alexander M. Rush},
title = {Seq2Seq-Vis: {A} Visual Debugging Tool for Sequence-to-Sequence Models},
journal = {CoRR},
volume = {abs/1804.09299},
year = {2018},
url = {http://arxiv.org/abs/1804.09299},
eprinttype = {arXiv},
eprint = {1804.09299},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-09299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-10792,
author = {Sebastian Gehrmann and
Yuntian Deng and
Alexander M. Rush},
title = {Bottom-Up Abstractive Summarization},
journal = {CoRR},
volume = {abs/1808.10792},
year = {2018},
url = {http://arxiv.org/abs/1808.10792},
eprinttype = {arXiv},
eprint = {1808.10792},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-10792.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-04700,
author = {Sebastian Gehrmann and
Falcon Z. Dai and
Henry Elder and
Alexander M. Rush},
title = {End-to-End Content and Plan Selection for Data-to-Text Generation},
journal = {CoRR},
volume = {abs/1810.04700},
year = {2018},
url = {http://arxiv.org/abs/1810.04700},
eprinttype = {arXiv},
eprint = {1810.04700},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-04700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GehrmannDLCWWFM17,
author = {Sebastian Gehrmann and
Franck Dernoncourt and
Yeran Li and
Eric T. Carlson and
Joy T. Wu and
Jonathan Welt and
John Foote Jr. and
Edward T. Moseley and
David W. Grant and
Patrick D. Tyler and
Leo Anthony Celi},
title = {Comparing Rule-Based and Deep Learning Models for Patient Phenotyping},
journal = {CoRR},
volume = {abs/1703.08705},
year = {2017},
url = {http://arxiv.org/abs/1703.08705},
eprinttype = {arXiv},
eprint = {1703.08705},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GehrmannDLCWWFM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StrobeltGHPR16,
author = {Hendrik Strobelt and
Sebastian Gehrmann and
Bernd Huber and
Hanspeter Pfister and
Alexander M. Rush},
title = {Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1606.07461},
year = {2016},
url = {http://arxiv.org/abs/1606.07461},
eprinttype = {arXiv},
eprint = {1606.07461},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/StrobeltGHPR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/GehrmannUAG15,
author = {Sebastian Gehrmann and
Lauren Urke and
Ofra Amir and
Barbara J. Grosz},
editor = {Bo Begole and
Jinwoo Kim and
Kori Inkpen and
Woontack Woo},
title = {Deploying {AI} Methods to Support Collaborative Writing: a Preliminary
Investigation},
booktitle = {Proceedings of the 33rd Annual {ACM} Conference Extended Abstracts
on Human Factors in Computing Systems, Seoul, {CHI} 2015 Extended
Abstracts, Republic of Korea, April 18 - 23, 2015},
pages = {917--922},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2702613.2732705},
doi = {10.1145/2702613.2732705},
timestamp = {Fri, 12 Mar 2021 15:27:48 +0100},
biburl = {https://dblp.org/rec/conf/chi/GehrmannUAG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvis/GehrmannHLPTY04,
author = {Sebastian Gehrmann and
Karl Heinz H{\"{o}}hne and
Wolfgang Linhart and
Andreas Pommert and
Ulf Tiede and
Serdar Yarar},
title = {A detailed 3D model of the human hand},
journal = {J. Vis.},
volume = {7},
number = {4},
pages = {271},
year = {2004},
url = {https://doi.org/10.1007/BF03181529},
doi = {10.1007/BF03181529},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jvis/GehrmannHLPTY04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Gehrmann03,
author = {Sebastian Gehrmann},
title = {3-D-Atlas des kardiovaskul{\"{a}}ren Systems des Menschen auf
der Basis des Visible Human},
school = {University of Hamburg, Germany},
year = {2003},
url = {https://d-nb.info/968807712},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Gehrmann03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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