基本信息
浏览量:12
职业迁徙
个人简介
My research broadly focuses on understanding why and how language models exhibit social biases. I study how we can reliably measure bias in NLP and try to ground the discussion of bias in the broader societal perspective. I'm in particular interested in using interpretability tools to answer questions like "How can we reliably measure and mitigate bias?" and "How do LMs learn these biases in the first place?"
研究兴趣
论文共 11 篇作者统计合作学者相似作者
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Minds and Machinesno. 4 (2024): 1-34
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH (2023): 1-40
Proceedings of the 6th BlackboxNLP Workshop Analyzing and Interpreting Neural Networks for NLP (2023)
Annual Meeting of the Association for Computational Linguistics (2023): 421-435
BigScience Workshop, :,Teven Le Scao,Angela Fan,Christopher Akiki,Ellie Pavlick,Suzana Ilić,Daniel Hesslow,Roman Castagné,Alexandra Sasha Luccioni,François Yvon,Matthias Gallé,Jonathan Tow,Alexander M. Rush,Stella Biderman,Albert Webson,Pawan Sasanka Ammanamanchi,Thomas Wang,Benoît Sagot,Niklas Muennighoff,Albert Villanova del Moral,Olatunji Ruwase,Rachel Bawden,Stas Bekman,Angelina McMillan-Major,Iz Beltagy,Huu Nguyen,Lucile Saulnier,Samson Tan,Pedro Ortiz Suarez,Victor Sanh,Hugo Laurençon,Yacine Jernite,Julien Launay,Margaret Mitchell,Colin Raffel,Aaron Gokaslan,Adi Simhi,Aitor Soroa,Alham Fikri Aji,Amit Alfassy,Anna Rogers,Ariel Kreisberg Nitzav,Canwen Xu,Chenghao Mou,Chris Emezue,Christopher Klamm,Colin Leong,Daniel van Strien,David Ifeoluwa Adelani,Dragomir Radev,Eduardo González Ponferrada, Efrat Levkovizh,Ethan Kim, Eyal Bar Natan,Francesco De Toni,Gérard Dupont,Germán Kruszewski,Giada Pistilli,Hady Elsahar,Hamza Benyamina,Hieu Tran,Ian Yu,Idris Abdulmumin,Isaac Johnson,Itziar Gonzalez-Dios,Javier de la Rosa,Jenny Chim,Jesse Dodge,Jian Zhu,Jonathan Chang,Jörg Frohberg, Joseph Tobing,Joydeep Bhattacharjee,Khalid Almubarak,Kimbo Chen,Kyle Lo,Leandro Von Werra,Leon Weber,Long Phan,Loubna Ben allal,Ludovic Tanguy,Manan Dey,Manuel Romero Muñoz,Maraim Masoud,María Grandury,Mario Šaško, Max Huang,Maximin Coavoux, Mayank Singh,Mike Tian-Jian Jiang,Minh Chien Vu,Mohammad A. Jauhar,Mustafa Ghaleb,Nishant Subramani,Nora Kassner,Nurulaqilla Khamis,Olivier Nguyen,Omar Espejel,Ona de Gibert,Paulo Villegas,Peter Henderson,Pierre Colombo,Priscilla Amuok,Quentin Lhoest,Rheza Harliman,Rishi Bommasani, Roberto Luis López,Rui Ribeiro,Salomey Osei,Sampo Pyysalo,Sebastian Nagel,Shamik Bose,Shamsuddeen Hassan Muhammad,Shanya Sharma,Shayne Longpre,Somaieh Nikpoor, Stanislav Silberberg,Suhas Pai,Sydney Zink,Tiago Timponi Torrent,Timo Schick,Tristan Thrush,Valentin Danchev,Vassilina Nikoulina,Veronika Laippala,Violette Lepercq,Vrinda Prabhu,Zaid Alyafeai,Zeerak Talat,Arun Raja,Benjamin Heinzerling,Chenglei Si,Davut Emre Taşar,Elizabeth Salesky,Sabrina J. Mielke,Wilson Y. Lee,Abheesht Sharma,Andrea Santilli,Antoine Chaffin,Arnaud Stiegler,Debajyoti Datta,Eliza Szczechla,Gunjan Chhablani,Han Wang,Harshit Pandey,Hendrik Strobelt,Jason Alan Fries,Jos Rozen,Leo Gao,Lintang Sutawika,M Saiful Bari,Maged S. Al-shaibani,Matteo Manica,Nihal Nayak,Ryan Teehan,Samuel Albanie,Sheng Shen,Srulik Ben-David,Stephen H. Bach,Taewoon Kim,Tali Bers,Thibault Fevry,Trishala Neeraj,Urmish Thakker,Vikas Raunak,Xiangru Tang,Zheng-Xin Yong,Zhiqing Sun,Shaked Brody,Yallow Uri,Hadar Tojarieh,Adam Roberts,Hyung Won Chung,Jaesung Tae,Jason Phang,Ofir Press,Conglong Li,Deepak Narayanan,Hatim Bourfoune,Jared Casper,Jeff Rasley,Max Ryabinin,Mayank Mishra,Minjia Zhang,Mohammad Shoeybi, Myriam Peyrounette, Nicolas Patry,Nouamane Tazi,Omar Sanseviero,Patrick von Platen, Pierre Cornette,Pierre François Lavallée,Rémi Lacroix,Samyam Rajbhandari,Sanchit Gandhi,Shaden Smith,Stéphane Requena,Suraj Patil,Tim Dettmers,Ahmed Baruwa,Amanpreet Singh,Anastasia Cheveleva,Anne-Laure Ligozat,Arjun Subramonian,Aurélie Névéol,Charles Lovering,Dan Garrette,Deepak Tunuguntla,Ehud Reiter,Ekaterina Taktasheva,Ekaterina Voloshina,Eli Bogdanov,Genta Indra Winata,Hailey Schoelkopf,Jan-Christoph Kalo,Jekaterina Novikova,Jessica Zosa Forde,Jordan Clive,Jungo Kasai, Ken Kawamura,Liam Hazan,Marine Carpuat,Miruna Clinciu,Najoung Kim,Newton Cheng,Oleg Serikov,Omer Antverg,Oskar van der Wal,Rui Zhang,Ruochen Zhang,Sebastian Gehrmann,Shachar Mirkin, Shani Pais,Tatiana Shavrina,Thomas Scialom,Tian Yun,Tomasz Limisiewicz,Verena Rieser,Vitaly Protasov,Vladislav Mikhailov,Yada Pruksachatkun,Yonatan Belinkov,Zachary Bamberger,Zdeněk Kasner, Alice Rueda,Amanda Pestana, Amir Feizpour, Ammar Khan,Amy Faranak,Ana Santos,Anthony Hevia, Antigona Unldreaj,Arash Aghagol,Arezoo Abdollahi,Aycha Tammour, Azadeh HajiHosseini,Bahareh Behroozi,Benjamin Ajibade,Bharat Saxena,Carlos Muñoz Ferrandis,Danish Contractor, David Lansky,Davis David,Douwe Kiela,Duong A. Nguyen, Edward Tan,Emi Baylor,Ezinwanne Ozoani,Fatima Mirza,Frankline Ononiwu,Habib Rezanejad,Hessie Jones,Indrani Bhattacharya,Irene Solaiman,Irina Sedenko,Isar Nejadgholi,Jesse Passmore,Josh Seltzer, Julio Bonis Sanz,Livia Dutra,Mairon Samagaio,Maraim Elbadri,Margot Mieskes,Marissa Gerchick, Martha Akinlolu,Michael McKenna,Mike Qiu,Muhammed Ghauri,Mykola Burynok, Nafis Abrar,Nazneen Rajani, Nour Elkott,Nour Fahmy,Olanrewaju Samuel,Ran An,Rasmus Kromann,Ryan Hao, Samira Alizadeh,Sarmad Shubber,Silas Wang, Sourav Roy,Sylvain Viguier,Thanh Le, Tobi Oyebade, Trieu Le,Yoyo Yang,Zach Nguyen,Abhinav Ramesh Kashyap, Alfredo Palasciano,Alison Callahan,Anima Shukla,Antonio Miranda-Escalada,Ayush Singh,Benjamin Beilharz,Bo Wang, Caio Brito,Chenxi Zhou, Chirag Jain,Chuxin Xu,Clémentine Fourrier,Daniel León Periñán,Daniel Molano,Dian Yu,Enrique Manjavacas,Fabio Barth, Florian Fuhrimann,Gabriel Altay,Giyaseddin Bayrak,Gully Burns,Helena U. Vrabec,Imane Bello,Ishani Dash, Jihyun Kang,John Giorgi,Jonas Golde,Jose David Posada,Karthik Rangasai Sivaraman, Lokesh Bulchandani, Lu Liu,Luisa Shinzato, Madeleine Hahn de Bykhovetz,Maiko Takeuchi,Marc Pàmies, Maria A Castillo,Marianna Nezhurina,Mario Sänger,Matthias Samwald,Michael Cullan, Michael Weinberg,Michiel De Wolf,Mina Mihaljcic,Minna Liu,Moritz Freidank,Myungsun Kang,Natasha Seelam,Nathan Dahlberg, Nicholas Michio Broad,Nikolaus Muellner,Pascale Fung,Patrick Haller,Ramya Chandrasekhar, Renata Eisenberg, Robert Martin,Rodrigo Canalli,Rosaline Su,Ruisi Su,Samuel Cahyawijaya,Samuele Garda,Shlok S Deshmukh,Shubhanshu Mishra,Sid Kiblawi,Simon Ott, Sinee Sang-aroonsiri,Srishti Kumar,Stefan Schweter,Sushil Bharati,Tanmay Laud,Théo Gigant, Tomoya Kainuma,Wojciech Kusa,Yanis Labrak, Yash Shailesh Bajaj,Yash Venkatraman, Yifan Xu,Yingxin Xu,Yu Xu,Zhe Tan,Zhongli Xie,Zifan Ye,Mathilde Bras,Younes Belkada,Thomas Wolf
CoRRno. 1 (2023): 79-109
Proceedings of the 4th Workshop on Gender Bias in Natural Language Processing (GeBNLP) (2022)
Oskar van der Wal,Dominik Bachmann,Alina Leidinger, Leendert van Maanen,Willem H. Zuidema,Katrin Schulz
CoRR (2022)
PROCEEDINGS OF WORKSHOP ON CHALLENGES & PERSPECTIVES IN CREATING LARGE LANGUAGE MODELS (BIGSCIENCE EPISODE #5) (2022): 26-41
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作者统计
#Papers: 11
#Citation: 2354
H-Index: 5
G-Index: 5
Sociability: 6
Diversity: 0
Activity: 6
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