Ethical and social risks of harm from language models L Weidinger, J Mellor, M Rauh, C Griffin, J Uesato, PS Huang, M Cheng, ... arXiv preprint arXiv:2112.04359, 2021 | 894* | 2021 |
Scaling Language Models: Methods, Analysis & Insights from Training Gopher JW Rae, S Borgeaud, T Cai, K Millican, J Hoffmann, F Song, J Aslanides, ... arXiv preprint arXiv:2112.11446, 2021 | 768 | 2021 |
To predict and serve? K Lum, WS Isaac Significance 13 (5), 14-19, 2016 | 710 | 2016 |
Gemini: a family of highly capable multimodal models G Team, R Anil, S Borgeaud, Y Wu, JB Alayrac, J Yu, R Soricut, ... arXiv preprint arXiv:2312.11805, 2023 | 548 | 2023 |
Decolonial AI: Decolonial theory as sociotechnical foresight in artificial intelligence S Mohamed, MT Png, W Isaac Philosophy & Technology 33, 659-684, 2020 | 417 | 2020 |
Improving alignment of dialogue agents via targeted human judgements A Glaese, N McAleese, M Trębacz, J Aslanides, V Firoiu, T Ewalds, ... arXiv preprint arXiv:2209.14375, 2022 | 302 | 2022 |
Power to the People? Opportunities and Challenges for Participatory AI A Birhane, W Isaac, V Prabhakaran, M Díaz, MC Elish, I Gabriel, ... Equity and Access in Algorithms, Mechanisms, and Optimization, 1-8, 2022 | 122 | 2022 |
A causal Bayesian networks viewpoint on fairness S Chiappa, WS Isaac Privacy and Identity Management. Fairness, Accountability, and Transparency …, 2019 | 81 | 2019 |
Participatory Problem Formulation for Fairer Machine Learning Through Community Based System Dynamics D Martin Jr, V Prabhakaran, J Kuhlberg, A Smart, WS Isaac arXiv preprint arXiv:2005.07572, 2020 | 72 | 2020 |
Hope, hype, and fear: the promise and potential pitfalls of artificial intelligence in criminal justice WS Isaac Ohio St. J. Crim. L. 15, 543, 2017 | 42 | 2017 |
Sociotechnical Safety Evaluation of Generative AI Systems L Weidinger, M Rauh, N Marchal, A Manzini, LA Hendricks, ... arXiv preprint arXiv:2310.11986, 2023 | 36 | 2023 |
Extending the Machine Learning Abstraction Boundary: A Complex Systems Approach to Incorporate Societal Context D Martin Jr, V Prabhakaran, J Kuhlberg, A Smart, WS Isaac arXiv preprint arXiv:2006.09663, 2020 | 28 | 2020 |
Characteristics of harmful text: Towards rigorous benchmarking of language models M Rauh, J Mellor, J Uesato, PS Huang, J Welbl, L Weidinger, S Dathathri, ... Advances in Neural Information Processing Systems 35, 24720-24739, 2022 | 25 | 2022 |
Model-free conventions in multi-agent reinforcement learning with heterogeneous preferences R Köster, KR McKee, R Everett, L Weidinger, WS Isaac, E Hughes, ... arXiv preprint arXiv:2010.09054, 2020 | 24 | 2020 |
Political Parties, Interest Groups, and Unequal Class Influence in American Policy M Grossmann, Z Mahmood, W Isaac The Journal of Politics 83 (4), 1706-1720, 2021 | 17 | 2021 |
Science, politics and policy: how Michiganders think about the risks facing the Great Lakes RC Hula, M Bowers, C Whitley, W Isaac Human ecology 45, 833-844, 2017 | 12 | 2017 |
Representation in AI Evaluations AS Bergman, LA Hendricks, M Rauh, B Wu, W Agnew, M Kunesch, I Duan, ... Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023 | 10 | 2023 |
The benefits of achieving the Chesapeake Bay TMDLs (total maximum daily loads): a Scoping Study M Cropper, WS Isaac | 10 | 2011 |
Statistical discrimination in learning agents EA Duéñez-Guzmán, KR McKee, Y Mao, B Coppin, S Chiappa, ... arXiv preprint arXiv:2110.11404, 2021 | 8 | 2021 |
Modelling Cooperation in Network Games with Spatio-Temporal Complexity MA Bakker, R Everett, L Weidinger, I Gabriel, WS Isaac, JZ Leibo, ... arXiv preprint arXiv:2102.06911, 2021 | 3 | 2021 |