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On the Opportunities and Risks of Foundation Models
114 auth.
Rishi Bommasani,
Drew A. Hudson,
E. Adeli,
R. Altman,
Simran Arora,
Sydney von Arx,
Michael S. Bernstein,
Jeannette Bohg,
Antoine Bosselut,
E. Brunskill,
Erik Brynjolfsson,
S. Buch,
Dallas Card,
Rodrigo Castellon,
Niladri S. Chatterji,
...
Annie S. Chen,
Kathleen A. Creel,
Jared Davis,
Dora Demszky,
Chris Donahue,
M. Doumbouya,
Esin Durmus,
Stefano Ermon,
J. Etchemendy,
Kawin Ethayarajh,
L. Fei-Fei,
Chelsea Finn,
Trevor Gale,
Lauren Gillespie,
Karan Goel,
Noah D. Goodman,
S. Grossman,
Neel Guha,
Tatsunori Hashimoto,
Peter Henderson,
John Hewitt,
Daniel E. Ho,
Jenny Hong,
Kyle Hsu,
Jing Huang,
Thomas F. Icard,
Saahil Jain,
Dan Jurafsky,
Pratyusha Kalluri,
Siddharth Karamcheti,
G. Keeling,
Fereshte Khani,
O. Khattab,
Pang Wei Koh,
M. Krass,
Ranjay Krishna,
Rohith Kuditipudi,
Ananya Kumar,
Faisal Ladhak,
Mina Lee,
Tony Lee,
J. Leskovec,
Isabelle Levent,
Xiang Lisa Li,
Xuechen Li,
Tengyu Ma,
Ali Malik,
Christopher D. Manning,
Suvir Mirchandani,
E. Mitchell,
Zanele Munyikwa,
Suraj Nair,
A. Narayan,
D. Narayanan,
Benjamin Newman,
Allen Nie,
Juan Carlos Niebles,
H. Nilforoshan,
J. Nyarko,
Giray Ogut,
Laurel J. Orr,
Isabel Papadimitriou,
J. Park,
C. Piech,
Eva Portelance,
Christopher Potts,
Aditi Raghunathan,
Robert Reich,
Hongyu Ren,
Frieda Rong,
Yusuf H. Roohani,
Camilo Ruiz,
Jack Ryan,
Christopher R'e,
Dorsa Sadigh,
Shiori Sagawa,
Keshav Santhanam,
Andy Shih,
K. Srinivasan,
Alex Tamkin,
Rohan Taori,
A. Thomas,
Florian Tramèr,
Rose E. Wang,
William Wang,
Bohan Wu,
Jiajun Wu,
Yuhuai Wu,
Sang Michael Xie,
Michihiro Yasunaga,
Jiaxuan You,
M. Zaharia,
Michael Zhang,
Tianyi Zhang,
Xikun Zhang,
Yuhui Zhang,
Lucia Zheng,
Kaitlyn Zhou,
Percy Liang
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11 |
2021 |
11
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Holistic Evaluation of Language Models
50 auth.
Percy Liang,
Rishi Bommasani,
Tony Lee,
Dimitris Tsipras,
Dilara Soylu,
Michihiro Yasunaga,
Yian Zhang,
D. Narayanan,
Yuhuai Wu,
Ananya Kumar,
Benjamin Newman,
Binhang Yuan,
Bobby Yan,
Ce Zhang,
Christian Cosgrove,
...
Christopher D. Manning,
Christopher R'e,
Diana Acosta-Navas,
Drew A. Hudson,
E. Zelikman,
Esin Durmus,
Faisal Ladhak,
Frieda Rong,
Hongyu Ren,
Huaxiu Yao,
Jue Wang,
Keshav Santhanam,
Laurel J. Orr,
Lucia Zheng,
Mert Yuksekgonul,
Mirac Suzgun,
Nathan S. Kim,
Neel Guha,
Niladri S. Chatterji,
O. Khattab,
Peter Henderson,
Qian Huang,
Ryan Chi,
Sang Michael Xie,
Shibani Santurkar,
S. Ganguli,
Tatsunori Hashimoto,
Thomas F. Icard,
Tianyi Zhang,
Vishrav Chaudhary,
William Wang,
Xuechen Li,
Yifan Mai,
Yuhui Zhang,
Yuta Koreeda
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9 |
2023 |
9
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Benchmarking Large Language Models for News Summarization
Tianyi Zhang,
Faisal Ladhak,
Esin Durmus,
Percy Liang,
K. McKeown,
Tatsunori Hashimoto
|
8 |
2023 |
8
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Whose Opinions Do Language Models Reflect?
Shibani Santurkar,
Esin Durmus,
Faisal Ladhak,
Cinoo Lee,
Percy Liang,
Tatsunori Hashimoto
|
8 |
2023 |
8
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The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
56 auth.
Sebastian Gehrmann,
Tosin P. Adewumi,
Karmanya Aggarwal,
Pawan Sasanka Ammanamanchi,
Aremu Anuoluwapo,
Antoine Bosselut,
Khyathi Raghavi Chandu,
Miruna Clinciu,
Dipanjan Das,
Kaustubh D. Dhole,
Wanyu Du,
Esin Durmus,
Ondrej Dusek,
Chris C. Emezue,
Varun Prashant Gangal,
...
Cristina Garbacea,
Tatsunori B. Hashimoto,
Yufang Hou,
Yacine Jernite,
Harsh Jhamtani,
Yangfeng Ji,
Shailza Jolly,
Mihir Kale,
Dhruv Kumar,
Faisal Ladhak,
Aman Madaan,
Mounica Maddela,
Khyati Mahajan,
Saad Mahamood,
Bodhisattwa Prasad Majumder,
Pedro Henrique Martins,
Angelina McMillan-Major,
Simon Mille,
Emiel van Miltenburg,
Moin Nadeem,
Shashi Narayan,
Vitaly Nikolaev,
Andre Niyongabo Rubungo,
Salomey Osei,
Ankur P. Parikh,
Laura Perez-Beltrachini,
Niranjan Rao,
Vikas Raunak,
Juan Diego Rodriguez,
Sashank Santhanam,
João Sedoc,
Thibault Sellam,
Samira Shaikh,
Anastasia Shimorina,
Marco Antonio Sobrevilla Cabezudo,
Hendrik Strobelt,
Nishant Subramani,
Wei Xu,
Diyi Yang,
Akhila Yerukola,
Jiawei Zhou
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8 |
2021 |
8
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Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale
10 auth.
Federico Bianchi,
Pratyusha Kalluri,
Esin Durmus,
Faisal Ladhak,
Myra Cheng,
Debora Nozza,
...
Tatsunori Hashimoto,
Dan Jurafsky,
James Y. Zou,
Aylin Caliskan
|
8 |
2022 |
8
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WikiLingua: A New Benchmark Dataset for Multilingual Abstractive Summarization
Faisal Ladhak,
Esin Durmus,
Claire Cardie,
K. McKeown
|
7 |
2020 |
7
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A neural interlingua for multilingual machine translation
Y. Lu,
Phillip Keung,
Faisal Ladhak,
Vikas Bhardwaj,
Shaonan Zhang,
Jason Sun
|
6 |
2018 |
6
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Proving Test Set Contamination in Black Box Language Models
Yonatan Oren,
Nicole Meister,
Niladri S. Chatterji,
Faisal Ladhak,
Tatsunori Hashimoto
|
6 |
2023 |
6
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Evaluating Human-Language Model Interaction
18 auth.
Mina Lee,
Megha Srivastava,
Amelia Hardy,
John Thickstun,
Esin Durmus,
Ashwin Paranjape,
Ines Gerard-Ursin,
Xiang Lisa Li,
Faisal Ladhak,
Frieda Rong,
...
Rose E. Wang,
Minae Kwon,
Joon Sung Park,
Hancheng Cao,
Tony Lee,
Rishi Bommasani,
Michael S. Bernstein,
Percy Liang
|
6 |
2022 |
6
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Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization
Faisal Ladhak,
Esin Durmus,
He He,
Claire Cardie,
K. McKeown
|
6 |
2021 |
6
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Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference
14 auth.
Benjamin Warner,
Antoine Chaffin,
Benjamin Clavi'e,
Orion Weller,
Oskar Hallström,
Said Taghadouini,
Alexis Gallagher,
Raja Biswas,
Faisal Ladhak,
Tom Aarsen,
...
Nathan Cooper,
Griffin Adams,
Jeremy Howard,
Iacopo Poli
|
5 |
2024 |
5
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