Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet N Bien, P Rajpurkar, RL Ball, J Irvin, A Park, E Jones, M Bereket, BN Patel, ... PLoS medicine 15 (11), e1002699, 2018 | 629 | 2018 |
Impact of a deep learning assistant on the histopathologic classification of liver cancer A Kiani, B Uyumazturk, P Rajpurkar, A Wang, R Gao, E Jones, Y Yu, ... NPJ digital medicine 3 (1), 23, 2020 | 214 | 2020 |
Robust Encodings: A Framework for Combating Adversarial Typos E Jones, R Jia*, A Raghunathan*, P Liang Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 111 | 2020 |
Automatically Auditing Large Language Models via Discrete Optimization E Jones, A Dragan, A Raghunathan, J Steinhardt International Conference on Machine Learning, 15307-15329, 2023 | 90 | 2023 |
Capturing Failures of Large Language Models via Human Cognitive Biases E Jones, J Steinhardt Advances in Neural Information Processing Systems 35, 11785-11799, 2022 | 66 | 2022 |
Orca 2: Teaching small language models how to reason A Mitra, L Del Corro, S Mahajan, A Codas, C Simoes, S Agarwal, X Chen, ... arXiv preprint arXiv:2311.11045, 2023 | 63 | 2023 |
Selective Classification Can Magnify Disparities Across Groups E Jones*, S Sagawa*, PW Koh*, A Kumar, P Liang International Conference on Learning Representations (ICLR), 2021 | 50 | 2021 |
Mass-Producing Failures of Multimodal Systems with Language Models S Tong*, E Jones*, J Steinhardt arXiv preprint arXiv:2306.12105, 2023 | 19 | 2023 |
Deep Learning for the Digital Pathologic Diagnosis of Cholangiocarcinoma and Hepatocellular Carcinoma: Evaluating the Impact of a Web-based Diagnostic Assistant B Uyumazturk, A Kiani, P Rajpurkar, A Wang, RL Ball, R Gao, Y Yu, ... arXiv preprint arXiv:1911.07372, 2019 | 17 | 2019 |
Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models M Yuksekgonul, V Chandrasekaran, E Jones, S Gunasekar, R Naik, ... arXiv preprint arXiv:2309.15098, 2023 | 13 | 2023 |
Teaching Language Models to Hallucinate Less with Synthetic Tasks E Jones, H Palangi, C Simões, V Chandrasekaran, S Mukherjee, A Mitra, ... arXiv preprint arXiv:2310.06827, 2023 | 10 | 2023 |
Feedback Loops With Language Models Drive In-Context Reward Hacking A Pan, E Jones, M Jagadeesan, J Steinhardt arXiv preprint arXiv:2402.06627, 2024 | 8 | 2024 |
Adversaries Can Misuse Combinations of Safe Models E Jones, A Dragan, J Steinhardt arXiv preprint arXiv:2406.14595, 2024 | | 2024 |