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Publication search results
found 127 matches
- 2023
- Giada Pistilli, Carlos Muñoz Ferrandis, Yacine Jernite, Margaret Mitchell:
Stronger Together: on the Articulation of Ethical Charters, Legal Tools, and Technical Documentation in ML. FAccT 2023: 343-354 - Sasha Luccioni, Christopher Akiki, Margaret Mitchell, Yacine Jernite:
Stable Bias: Evaluating Societal Representations in Diffusion Models. NeurIPS 2023 - Michael R. Mitchell, Ciera McFarland, Margaret M. Coad:
Soft Air Pocket Force Sensors for Large Scale Flexible Robots. RoboSoft 2023: 1-8 - Hugo Laurençon, Lucile Saulnier, Thomas Wang, Christopher Akiki, Albert Villanova del Moral, Teven Le Scao, Leandro von Werra, Chenghao Mou, Eduardo González Ponferrada, Huu Nguyen, Jörg Frohberg, Mario Sasko, Quentin Lhoest, Angelina McMillan-Major, Gérard Dupont, Stella Biderman, Anna Rogers, Loubna Ben Allal, Francesco De Toni, Giada Pistilli, Olivier Nguyen, Somaieh Nikpoor, Maraim Masoud, Pierre Colombo, Javier de la Rosa, Paulo Villegas, Tristan Thrush, Shayne Longpre, Sebastian Nagel, Leon Weber, Manuel Muñoz, Jian Zhu, Daniel van Strien, Zaid Alyafeai, Khalid Almubarak, Minh Chien Vu, Itziar Gonzalez-Dios, Aitor Soroa, Kyle Lo, Manan Dey, Pedro Ortiz Suarez, Aaron Gokaslan, Shamik Bose, David Ifeoluwa Adelani, Long Phan, Hieu Tran, Ian Yu, Suhas Pai, Jenny Chim, Violette Lepercq, Suzana Ilic, Margaret Mitchell, Sasha Luccioni, Yacine Jernite:
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset. CoRR abs/2303.03915 (2023) - Alexandra Sasha Luccioni, Christopher Akiki, Margaret Mitchell, Yacine Jernite:
Stable Bias: Analyzing Societal Representations in Diffusion Models. CoRR abs/2303.11408 (2023) - Giada Pistilli, Carlos Muñoz Ferrandis, Yacine Jernite, Margaret Mitchell:
Stronger Together: on the Articulation of Ethical Charters, Legal Tools, and Technical Documentation in ML. CoRR abs/2305.18615 (2023) - Irene Solaiman, Zeerak Talat, William Agnew, Lama Ahmad, Dylan K. Baker, Su Lin Blodgett, Hal Daumé III, Jesse Dodge, Ellie Evans, Sara Hooker, Yacine Jernite, Alexandra Sasha Luccioni, Alberto Lusoli, Margaret Mitchell, Jessica Newman, Marie-Therese Png, Andrew Strait, Apostol Vassilev:
Evaluating the Social Impact of Generative AI Systems in Systems and Society. CoRR abs/2306.05949 (2023) - Michael R. Mitchell, Ciera McFarland, Margaret M. Coad:
Soft Air Pocket Force Sensors for Large Scale Flexible Robots. CoRR abs/2307.14213 (2023) - 2022
- Thomas C. Tsai, Sercan Ö. Arik, Benjamin H. Jacobson, Jinsung Yoon, Nate Yoder, Dario Sava, Margaret Mitchell, Garth Graham, Tomas Pfister:
Algorithmic fairness in pandemic forecasting: lessons from COVID-19. npj Digit. Medicine 5 (2022) - Nazneen Rajani, Weixin Liang, Lingjiao Chen, Margaret Mitchell, James Zou:
SEAL: Interactive Tool for Systematic Error Analysis and Labeling. EMNLP (Demos) 2022: 359-370 - Yacine Jernite, Huu Nguyen, Stella Biderman, Anna Rogers, Maraim Masoud, Valentin Danchev, Samson Tan, Alexandra Sasha Luccioni, Nishant Subramani, Isaac Johnson, Gérard Dupont, Jesse Dodge, Kyle Lo, Zeerak Talat, Dragomir R. Radev, Aaron Gokaslan, Somaieh Nikpoor, Peter Henderson, Rishi Bommasani, Margaret Mitchell:
Data Governance in the Age of Large-Scale Data-Driven Language Technology. FAccT 2022: 2206-2222 - Hugo Laurençon, Lucile Saulnier, Thomas Wang, Christopher Akiki, Albert Villanova del Moral, Teven Le Scao, Leandro von Werra, Chenghao Mou, Eduardo González Ponferrada, Huu Nguyen, Jörg Frohberg, Mario Sasko, Quentin Lhoest, Angelina McMillan-Major, Gérard Dupont, Stella Biderman, Anna Rogers, Loubna Ben Allal, Francesco De Toni, Giada Pistilli, Olivier Nguyen, Somaieh Nikpoor, Maraim Masoud, Pierre Colombo, Javier de la Rosa, Paulo Villegas, Tristan Thrush, Shayne Longpre, Sebastian Nagel, Leon Weber, Manuel Muñoz, Jian Zhu, Daniel van Strien, Zaid Alyafeai, Khalid Almubarak, Minh Chien Vu, Itziar Gonzalez-Dios, Aitor Soroa, Kyle Lo, Manan Dey, Pedro Ortiz Suarez, Aaron Gokaslan, Shamik Bose, David Ifeoluwa Adelani, Long Phan, Hieu Tran, Ian Yu, Suhas Pai, Jenny Chim, Violette Lepercq, Suzana Ilic, Margaret Mitchell, Alexandra Sasha Luccioni, Yacine Jernite:
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset. NeurIPS 2022 - Yacine Jernite, Huu Nguyen, Stella Biderman, Anna Rogers, Maraim Masoud, Valentin Danchev, Samson Tan, Alexandra Sasha Luccioni, Nishant Subramani, Gérard Dupont, Jesse Dodge, Kyle Lo, Zeerak Talat, Isaac Johnson, Dragomir R. Radev, Somaieh Nikpoor, Jörg Frohberg, Aaron Gokaslan, Peter Henderson, Rishi Bommasani, Margaret Mitchell:
Data Governance in the Age of Large-Scale Data-Driven Language Technology. CoRR abs/2206.03216 (2022) - Leandro von Werra, Lewis Tunstall, Abhishek Thakur, Alexandra Sasha Luccioni, Tristan Thrush, Aleksandra Piktus, Felix Marty, Nazneen Rajani, Victor Mustar, Helen Ngo, Omar Sanseviero, Mario Sasko, Albert Villanova del Moral, Quentin Lhoest, Julien Chaumond, Margaret Mitchell, Alexander M. Rush, Thomas Wolf, Douwe Kiela:
Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements. CoRR abs/2210.01970 (2022) - Vinodkumar Prabhakaran, Margaret Mitchell, Timnit Gebru, Iason Gabriel:
A Human Rights-Based Approach to Responsible AI. CoRR abs/2210.02667 (2022) - Teven Le Scao, Angela Fan, Christopher Akiki, Ellie Pavlick, Suzana Ilic, 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, et al.:
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model. CoRR abs/2211.05100 (2022) - Denis Kocetkov, Raymond Li, Loubna Ben Allal, Jia Li, Chenghao Mou, Carlos Muñoz Ferrandis, Yacine Jernite, Margaret Mitchell, Sean Hughes, Thomas Wolf, Dzmitry Bahdanau, Leandro von Werra, Harm de Vries:
The Stack: 3 TB of permissively licensed source code. CoRR abs/2211.15533 (2022) - Margaret Mitchell, Alexandra Sasha Luccioni, Nathan Lambert, Marissa Gerchick, Angelina McMillan-Major, Ezinwanne Ozoani, Nazneen Rajani, Tristan Thrush, Yacine Jernite, Douwe Kiela:
Measuring Data. CoRR abs/2212.05129 (2022) - 2021
- Seth Carbon, Eric Douglass, Benjamin M. Good, Deepak R. Unni, Nomi L. Harris, Christopher J. Mungall, Siddartha Basu, Rex L. Chisholm, Robert J. Dodson, Eric Hartline, Petra Fey, Paul D. Thomas, Laurent-Philippe Albou, Dustin Ebert, Michael J. Kesling, Huaiyu Mi, Anushya Muruganujan, Xiaosong Huang, Tremayne Mushayahama, Sandra A. LaBonte, Deborah A. Siegele, Giulia Antonazzo, Helen Attrill, Nick H. Brown, Phani V. Garapati, Steven J. Marygold, Vitor Trovisco, Gilberto dos Santos, Kathleen Falls, Christopher J. Tabone, Pinglei Zhou, Joshua L. Goodman, Victor B. Strelets, Jim Thurmond, Penelope Garmiri, Rizwan Ishtiaq, Milagros Rodríguez-López, Marcio Luis Acencio, Martin Kuiper, Astrid Lægreid, Colin Logie, Ruth C. Lovering, Barbara Kramarz, Shirin C. C. Saverimuttu, Sandra M. Pinheiro, Heather Gunn, Renzhi Su, Katherine E. Thurlow, Marcus C. Chibucos, Michelle G. Giglio, Suvarna Nadendla, James B. Munro, Rebecca C. Jackson, Margaret J. Duesbury, Noemi del-Toro, Birgit H. M. Meldal, Kalpana Paneerselvam, Livia Perfetto, Pablo Porras, Sandra E. Orchard, Anjali Shrivastava, Hsin-Yu Chang, Robert D. Finn, Alex L. Mitchell, Neil D. Rawlings, Lorna J. Richardson, Amaia Sangrador-Vegas, Judith A. Blake, Karen R. Christie, Mary E. Dolan, Harold J. Drabkin, David P. Hill, Li Ni, Dmitry M. Sitnikov, Midori A. Harris, Stephen G. Oliver, Kim Rutherford, Valerie Wood, Jaqueline Hayles, Jürg Bähler, Elizabeth R. Bolton, Jeffrey DePons, Melinda R. Dwinell, G. Thomas Hayman, Mary L. Kaldunski, Anne E. Kwitek, Stanley J. F. Laulederkind, Cody Plasterer, Marek Tutaj, Mahima Vedi, Shur-Jen Wang, Peter D'Eustachio, Lisa Matthews, James P. Balhoff, Suzi A. Aleksander, Michael J. Alexander, J. Michael Cherry, Stacia R. Engel, Felix Gondwe, Kalpana Karra, Stuart R. Miyasato, Robert S. Nash, Matt Simison, Marek S. Skrzypek, Shuai Weng, Edith D. Wong, Marc Feuermann, Pascale Gaudet, Anne Morgat, Erica Bakker, Tanya Z. Berardini, Leonore Reiser, Shabari Subramaniam, Eva Huala, Cecilia N. Arighi, Andrea H. Auchincloss, Kristian B. Axelsen, Ghislaine Argoud-Puy, Alex Bateman, Marie-Claude Blatter, Emmanuel Boutet, Emily Bowler, Lionel Breuza, Alan J. Bridge, Ramona Britto, Hema Bye-A-Jee, Cristina Casals-Casas, Elisabeth Coudert, Paul Denny, Anne Estreicher, Maria Livia Famiglietti, George E. Georghiou, Arnaud Gos, Nadine Gruaz-Gumowski, Emma Hatton-Ellis, Chantal Hulo, Alexandr Ignatchenko, Florence Jungo, Kati Laiho, Philippe Le Mercier, Damien Lieberherr, Antonia Lock, Yvonne Lussi, Alistair MacDougall, Michele Magrane, Maria Jesus Martin, Patrick Masson, Darren A. Natale, Nevila Hyka-Nouspikel, Ivo Pedruzzi, Lucille Pourcel, Sylvain Poux, Sangya Pundir, Catherine Rivoire, Elena Speretta, Shyamala Sundaram, Nidhi Tyagi, Kate Warner, Rossana Zaru, Cathy H. Wu, Alexander D. Diehl, Juancarlos Chan, Christian A. Grove, Raymond Y. N. Lee, Hans-Michael Müller, Daniela Raciti, Kimberly Van Auken, Paul W. Sternberg, Matthew Berriman, Michael Paulini, Kevin L. Howe, Sibyl Gao, Adam Wright, Lincoln Stein, Douglas G. Howe, Sabrina Toro, Monte Westerfield, Pankaj Jaiswal, Laurel Cooper, Justin Elser:
The Gene Ontology resource: enriching a GOld mine. Nucleic Acids Res. 49(Database-Issue): D325-D334 (2021) - Osman Aka, Ken Burke, Alex Bäuerle, Christina Greer, Margaret Mitchell:
Measuring Model Biases in the Absence of Ground Truth. AIES 2021: 327-335 - Jesse Dodge, Maarten Sap, Ana Marasovic, William Agnew, Gabriel Ilharco, Dirk Groeneveld, Margaret Mitchell, Matt Gardner:
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus. EMNLP (1) 2021: 1286-1305 - Ben Hutchinson, Andrew Smart, Alex Hanna, Emily Denton, Christina Greer, Oddur Kjartansson, Parker Barnes, Margaret Mitchell:
Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and Infrastructure. FAccT 2021: 560-575 - Osman Aka, Ken Burke, Alex Bäuerle, Christina Greer, Margaret Mitchell:
Measuring Model Biases in the Absence of Ground Truth. CoRR abs/2103.03417 (2021) - 2020
- Margaret Rox, Maxwell Emerson, Tayfun Efe Ertop, Inbar Fried, Mengyu Fu, Janine Hoelscher, Alan Kuntz, Josephine Granna, Jason E. Mitchell, Michael Lester, Fabien Maldonado, Erin A. Gillaspie, Jason A. Akulian, Ron Alterovitz, Robert J. Webster III:
Decoupling Steerability From Diameter: Helical Dovetail Laser Patterning for Steerable Needles. IEEE Access 8: 181411-181419 (2020) - Brittany L. Mitchell, Gabriel Cuéllar-Partida, Katrina L. Grasby, Adrian I. Campos, Lachlan T. Strike, Liang-Dar Hwang, Aysu Okbay, Paul M. Thompson, Sarah E. Medland, Nicholas G. Martin, Margaret J. Wright, Miguel E. Renteria:
Educational attainment polygenic scores are associated with cortical total surface area and regions important for language and memory. NeuroImage 212: 116691 (2020) - Margaret Mitchell, Dylan K. Baker, Nyalleng Moorosi, Emily Denton, Ben Hutchinson, Alex Hanna, Timnit Gebru, Jamie Morgenstern:
Diversity and Inclusion Metrics in Subset Selection. AIES 2020: 117-123 - Inioluwa Deborah Raji, Timnit Gebru, Margaret Mitchell, Joy Buolamwini, Joonseok Lee, Emily Denton:
Saving Face: Investigating the Ethical Concerns of Facial Recognition Auditing. AIES 2020: 145-151 - Inioluwa Deborah Raji, Andrew Smart, Rebecca N. White, Margaret Mitchell, Timnit Gebru, Ben Hutchinson, Jamila Smith-Loud, Daniel Theron, Parker Barnes:
Closing the AI accountability gap: defining an end-to-end framework for internal algorithmic auditing. FAT* 2020: 33-44 - Inioluwa Deborah Raji, Timnit Gebru, Margaret Mitchell, Joy Buolamwini, Joonseok Lee, Emily Denton:
Saving Face: Investigating the Ethical Concerns of Facial Recognition Auditing. CoRR abs/2001.00964 (2020) - Inioluwa Deborah Raji, Andrew Smart, Rebecca N. White, Margaret Mitchell, Timnit Gebru, Ben Hutchinson, Jamila Smith-Loud, Daniel Theron, Parker Barnes:
Closing the AI Accountability Gap: Defining an End-to-End Framework for Internal Algorithmic Auditing. CoRR abs/2001.00973 (2020)
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