Ben Hutchinson - researchr alias

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Viewing Publication 1 - 26 from 26

2023

PaLM: Scaling Language Modeling with PathwaysAakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham 0001, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, Parker Schuh, Kensen Shi, Sasha Tsvyashchenko, Joshua Maynez, Abhishek Rao, Parker Barnes, Yi Tay, Noam Shazeer, Vinodkumar Prabhakaran, Emily Reif, Nan Du 0002, Ben Hutchinson, Reiner Pope, James Bradbury, Jacob Austin, Michael Isard, Guy Gur-Ari, Pengcheng Yin, Toju Duke, Anselm Levskaya, Sanjay Ghemawat, Sunipa Dev, Henryk Michalewski, Xavier Garcia, Vedant Misra, Kevin Robinson, Liam Fedus, Denny Zhou, Daphne Ippolito, David Luan, Hyeontaek Lim, Barret Zoph, Alexander Spiridonov, Ryan Sepassi, David Dohan, Shivani Agrawal, Mark Omernick, Andrew M. Dai, Thanumalayan Sankaranarayana Pillai, Marie Pellat, Aitor Lewkowycz, Erica Moreira, Rewon Child, Oleksandr Polozov, Katherine Lee, Zongwei Zhou, Xuezhi Wang 0002, Brennan Saeta, Mark Diaz, Orhan Firat, Michele Catasta, Jason Wei, Kathy Meier-Hellstern, Douglas Eck, Jeff Dean, Slav Petrov, Noah Fiedel. jmlr, 24, 2023. [doi]

2022

2021

Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and InfrastructureBen Hutchinson, Andrew Smart, Alex Hanna, Emily Denton, Christina Greer, Oddur Kjartansson, Parker Barnes, Margaret Mitchell. fat 2021: 560-575 [doi]

Advances and Open Problems in Federated LearningPeter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Hubert Eichner, Salim El Rouayheb, David Evans 0001, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He 0001, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu 0165, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Hang Qi, Daniel Ramage, Ramesh Raskar, Mariana Raykova 0001, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong 0001, Zheng Xu, Qiang Yang 0001, Felix X. Yu, Han Yu 0001, Sen Zhao. ftml, 14(1-2):1-210, 2021. [doi]

Re-imagining Algorithmic Fairness in India and BeyondNithya Sambasivan, Erin Arnesen, Ben Hutchinson, Tulsee Doshi, Vinodkumar Prabhakaran. fat 2021: 315-328 [doi]

2020

Unintended machine learning biases as social barriers for persons with disabilitiessBen Hutchinson, Vinodkumar Prabhakaran, Emily Denton, Kellie Webster, Yu Zhong, Stephen Denuyl. sigaccess, 125:9, 2020. [doi]

Social Biases in NLP Models as Barriers for Persons with DisabilitiesBen Hutchinson, Vinodkumar Prabhakaran, Emily Denton, Kellie Webster, Yu Zhong, Stephen Denuyl. acl 2020: 5491-5501 [doi]

Diversity and Inclusion Metrics in Subset SelectionMargaret Mitchell, Dylan Baker, Nyalleng Moorosi, Emily Denton, Ben Hutchinson, Alex Hanna, Timnit Gebru, Jamie Morgenstern. aies 2020: 117-123 [doi]

Closing the AI accountability gap: defining an end-to-end framework for internal algorithmic auditingInioluwa Deborah Raji, Andrew Smart, Rebecca N. White, Margaret Mitchell, Timnit Gebru, Ben Hutchinson, Jamila Smith-Loud, Daniel Theron, Parker Barnes. fat 2020: 33-44 [doi]

Why Reliabilism Is not Enough: Epistemic and Moral Justification in Machine LearningAndrew Smart, Larry James, Ben Hutchinson, Simone Wu, Shannon Vallor. aies 2020: 372-377 [doi]

2019

2009

Using the Web for Language Independent Spellchecking and AutocorrectionCasey Whitelaw, Ben Hutchinson, Grace Chung, Ged Ellis. emnlp 2009: 890-899 [doi]

2007

TAT: An Author Profiling Tool with Application to Arabic EmailsDominique Estival, Tanja Gaustad, Son Bao Pham, Will Radford, Ben Hutchinson. acl-alta 2007: 21-30 [doi]

2005

Modelling the Substitutability of Discourse ConnectivesBen Hutchinson. acl 2005: 149-156 [doi]

MDL-based Acquisition of Substitutability Relationships between Discourse ConnectivesBen Hutchinson. IJCAI 2005: 1690-1691 [doi]

The automatic acquisition of knowledge about discourse connectivesBen Hutchinson. PhD thesis, University of Edinburgh, UK, 2005. [doi]

2004

Mining the Web for Discourse MarkersBen Hutchinson. lrec 2004: [doi]

Acquiring the Meaning of Discourse MarkersBen Hutchinson. acl 2004: 684-691 [doi]

2001

A functional approach to speech recognition evaluationBen Hutchinson. interspeech 2001: 1683-1686 [doi]

Um, one large pizza. A preliminary study of disfluency modelling for improving ASRBen Hutchinson, Cecile Pereira. diss 2001: 77-80 [doi]

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