Zelikman, Eric

11 publications

TMLR 2024 Certified Deductive Reasoning with Language Models Gabriel Poesia, Kanishk Gandhi, Eric Zelikman, Noah Goodman

ICLR 2024 ContextRef: Evaluating Referenceless Metrics for Image Description Generation Elisa Kreiss, Eric Zelikman, Christopher Potts, Nick Haber

ICLR 2024 Hypothesis Search: Inductive Reasoning with Language Models Ruocheng Wang, Eric Zelikman, Gabriel Poesia, Yewen Pu, Nick Haber, Noah Goodman

NeurIPS 2024 Self-Supervised Alignment with Mutual Information: Learning to Follow Principles Without Preference Labels Jan-Philipp Fränken, Eric Zelikman, Rafael Rafailov, Kanishk Gandhi, Tobias Gerstenberg, Noah D. Goodman

TMLR 2023 Holistic Evaluation of Language Models Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D Manning, Christopher Re, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman, Esin Durmus, Faisal Ladhak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel Orr, Lucia Zheng, Mert Yuksekgonul, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri S. Chatterji, Omar Khattab, Peter Henderson, Qian Huang, Ryan Andrew Chi, Sang Michael Xie, Shibani Santurkar, Surya Ganguli, Tatsunori Hashimoto, Thomas Icard, Tianyi Zhang, Vishrav Chaudhary, William Wang, Xuechen Li, Yifan Mai, Yuhui Zhang, Yuta Koreeda

NeurIPS 2023 Lexinvariant Language Models Qian Huang, Eric Zelikman, Sarah Chen, Yuhuai Wu, Gregory Valiant, Percy Liang

ICMLW 2023 Lexinvariant Language Models Qian Huang, Eric Zelikman, Sarah Li Chen, Yuhuai Wu, Gregory Valiant, Percy Liang

NeurIPS 2023 Parsel🐍: Algorithmic Reasoning with Language Models by Composing Decompositions Eric Zelikman, Qian Huang, Gabriel Poesia, Noah Goodman, Nick Haber

NeurIPSW 2023 Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation Eric Zelikman, Eliana Lorch, Lester Mackey, Adam Tauman Kalai

NeurIPS 2022 STaR: Bootstrapping Reasoning with Reasoning Eric Zelikman, Yuhuai Wu, Jesse Mu, Noah Goodman

ICLR 2021 Evaluating the Disentanglement of Deep Generative Models Through Manifold Topology Sharon Zhou, Eric Zelikman, Fred Lu, Andrew Y. Ng, Gunnar E. Carlsson, Stefano Ermon