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Erik Jones
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2020 – today
- 2024
- [c8]Erik Jones, Hamid Palangi, Clarisse Simões, Varun Chandrasekaran, Subhabrata Mukherjee, Arindam Mitra, Ahmed Hassan Awadallah, Ece Kamar:
Teaching Language Models to Hallucinate Less with Synthetic Tasks. ICLR 2024 - [c7]Mert Yüksekgönül, Varun Chandrasekaran, Erik Jones, Suriya Gunasekar, Ranjita Naik, Hamid Palangi, Ece Kamar, Besmira Nushi:
Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models. ICLR 2024 - [c6]Alexander Pan, Erik Jones, Meena Jagadeesan, Jacob Steinhardt:
Feedback Loops With Language Models Drive In-Context Reward Hacking. ICML 2024 - [i10]Alexander Pan, Erik Jones, Meena Jagadeesan, Jacob Steinhardt:
Feedback Loops With Language Models Drive In-Context Reward Hacking. CoRR abs/2402.06627 (2024) - [i9]Erik Jones, Anca D. Dragan, Jacob Steinhardt:
Adversaries Can Misuse Combinations of Safe Models. CoRR abs/2406.14595 (2024) - 2023
- [c5]Erik Jones, Anca D. Dragan, Aditi Raghunathan, Jacob Steinhardt:
Automatically Auditing Large Language Models via Discrete Optimization. ICML 2023: 15307-15329 - [c4]Shengbang Tong, Erik Jones, Jacob Steinhardt:
Mass-Producing Failures of Multimodal Systems with Language Models. NeurIPS 2023 - [i8]Erik Jones, Anca D. Dragan, Aditi Raghunathan, Jacob Steinhardt:
Automatically Auditing Large Language Models via Discrete Optimization. CoRR abs/2303.04381 (2023) - [i7]Shengbang Tong, Erik Jones, Jacob Steinhardt:
Mass-Producing Failures of Multimodal Systems with Language Models. CoRR abs/2306.12105 (2023) - [i6]Mert Yüksekgönül, Varun Chandrasekaran, Erik Jones, Suriya Gunasekar, Ranjita Naik, Hamid Palangi, Ece Kamar, Besmira Nushi:
Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models. CoRR abs/2309.15098 (2023) - [i5]Erik Jones, Hamid Palangi, Clarisse Simões, Varun Chandrasekaran, Subhabrata Mukherjee, Arindam Mitra, Ahmed Awadallah, Ece Kamar:
Teaching Language Models to Hallucinate Less with Synthetic Tasks. CoRR abs/2310.06827 (2023) - [i4]Arindam Mitra, Luciano Del Corro, Shweti Mahajan, Andrés Codas, Clarisse Simões, Sahaj Agrawal, Xuxi Chen, Anastasia Razdaibiedina, Erik Jones, Kriti Aggarwal, Hamid Palangi, Guoqing Zheng, Corby Rosset, Hamed Khanpour, Ahmed Awadallah:
Orca 2: Teaching Small Language Models How to Reason. CoRR abs/2311.11045 (2023) - 2022
- [c3]Erik Jones, Jacob Steinhardt:
Capturing Failures of Large Language Models via Human Cognitive Biases. NeurIPS 2022 - [i3]Erik Jones, Jacob Steinhardt:
Capturing Failures of Large Language Models via Human Cognitive Biases. CoRR abs/2202.12299 (2022) - 2021
- [c2]Erik Jones, Shiori Sagawa, Pang Wei Koh, Ananya Kumar, Percy Liang:
Selective Classification Can Magnify Disparities Across Groups. ICLR 2021 - 2020
- [j1]Amirhossein Kiani
, Bora Uyumazturk, Pranav Rajpurkar, Alex Wang, Rebecca Gao, Erik Jones, Yifan Yu, Curtis P. Langlotz
Impact of a deep learning assistant on the histopathologic classification of liver cancer. npj Digit. Medicine 3 (2020) - [c1]Erik Jones, Robin Jia
Robust Encodings: A Framework for Combating Adversarial Typos. ACL 2020: 2752-2765 - [i2]Erik Jones, Robin Jia, Aditi Raghunathan, Percy Liang:
Robust Encodings: A Framework for Combating Adversarial Typos. CoRR abs/2005.01229 (2020) - [i1]Erik Jones, Shiori Sagawa, Pang Wei Koh, Ananya Kumar, Percy Liang:
Selective Classification Can Magnify Disparities Across Groups. CoRR abs/2010.14134 (2020)
Coauthor Index
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