| Advances and open problems in federated learning P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ... arXiv preprint arXiv:1912.04977, 2019 | 471 | 2019 |
| Model cards for model reporting M Mitchell, S Wu, A Zaldivar, P Barnes, L Vasserman, B Hutchinson, ... Proceedings of the conference on fairness, accountability, and transparency …, 2019 | 260 | 2019 |
| Using the web for language independent spellchecking and autocorrection C Whitelaw, B Hutchinson, G Chung, G Ellis Proceedings of the 2009 Conference on Empirical Methods in Natural Language …, 2009 | 177 | 2009 |
| Author profiling for English emails D Estival, T Gaustad, SB Pham, W Radford, B Hutchinson Proceedings of the 10th Conference of the Pacific Association for …, 2007 | 171 | 2007 |
| 50 years of test (un) fairness: Lessons for machine learning B Hutchinson, M Mitchell Proceedings of the Conference on Fairness, Accountability, and Transparency …, 2019 | 81 | 2019 |
| Tat: an author profiling tool with application to arabic emails D Estival, T Gaustad, SB Pham, W Radford, B Hutchinson Proceedings of the Australasian Language Technology Workshop 2007, 21-30, 2007 | 60 | 2007 |
| Acquiring the meaning of discourse markers B Hutchinson Proceedings of the 42nd Annual Meeting of the Association for Computational …, 2004 | 50 | 2004 |
| Document processor and associated method B Hutchinson, T Gaustad, D Estival, W Radford, SB Pham US Patent App. 12/513,099, 2010 | 45 | 2010 |
| Intrinsic versus extrinsic evaluations of parsing systems D Mollá, B Hutchinson Proceedings of the EACL 2003 Workshop on Evaluation Initiatives in Natural …, 2003 | 39 | 2003 |
| Closing the AI accountability gap: defining an end-to-end framework for internal algorithmic auditing ID Raji, A Smart, RN White, M Mitchell, T Gebru, B Hutchinson, ... Proceedings of the 2020 Conference on Fairness, Accountability, and …, 2020 | 36 | 2020 |
| Email document parsing method and apparatus B Hutchinson, T Gaustad, D Estival, W Radford, SB Pham US Patent App. 12/447,898, 2010 | 24 | 2010 |
| A valency dictionary architecture for machine translation T Baldwin, F Bond, B Hutchinson Proc. of the 8th International Conference on Theoretical and Methodological …, 1999 | 24 | 1999 |
| Fairness-aware machine learning: Practical challenges and lessons learned S Bird, K Kenthapadi, E Kiciman, M Mitchell Proceedings of the Twelfth ACM International Conference on Web Search and …, 2019 | 22 | 2019 |
| Detecting bias with generative counterfactual face attribute augmentation E Denton, B Hutchinson, M Mitchell, T Gebru arXiv preprint arXiv:1906.06439, 2019 | 20 | 2019 |
| Author profiling for English and Arabic emails D Estival, T Gaustad, B Hutchinson, SB Pham, W Radford | 19 | 2008 |
| Real-time saved-query updates for a large graph A Behal, KP Golden, B Hutchinson, W Chang US Patent 9,626,407, 2017 | 17 | 2017 |
| Automatic definition of entity collections K Golden, B Hutchinson, A Behal, AO Marks, F Zhang, Y Gao, F Wu US Patent 9,454,599, 2016 | 16 | 2016 |
| Perturbation sensitivity analysis to detect unintended model biases V Prabhakaran, B Hutchinson, M Mitchell arXiv preprint arXiv:1910.04210, 2019 | 15 | 2019 |
| Mining the Web for Discourse Markers. B Hutchinson LREC, 2004 | 15 | 2004 |
| Dependency-based semantic interpretation for answer extraction D Mollá, B Hutchinson Proc. 2002 Australasian NLP Workshop, 2002 | 12 | 2002 |
