Publication ASL STEM Wiki: Dataset and Benchmark for Interpreting STEM Articles Kayo Yin, Chinmay Singh, Fyodor O. Minakov, Vanessa Milan, Hal Daumé, Cyril Zhang, Alex Lu, Danielle Bragg Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing | November 2024 Project
Publication Mixture of Parrots: Experts improve memorization more than reasoning Samy Jelassi, Clara Mohri, David Brandfonbrener, A. Gu, Nikhil Vyas, Nikhil Anand, David Alvarez-Melis, Yuanzhi Li, Sham Kakade, Eran Malach ICLR 2025 | October 2024
Publication Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization Mucong Ding, Chenghao Deng, Jocelyn Choo, Zichu Wu, Aakriti Agrawal, Avi Schwarzschild, Tianyi Zhou, Tom Goldstein, John Langford, A. Anandkumar, Furong Huang NeurIPS 2024 | September 2024
Publication Understanding the Impacts of Language Technologies’ Performance Disparities on African American Language Speakers Jay Cunningham, Su Lin Blodgett, Hal Daumé III, Christina Harrington, Hanna Wallach, Michael Madaio Findings of the Association for Computational Linguistics: ACL 2024 | August 2024
Publication Is Behavior Cloning All You Need? Understanding Horizon in Imitation Learning Dylan Foster, Adam Block, Dipendra Misra NeurIPS 2024 | July 2024
Publication As Generative Models Improve, People Adapt Their Prompts E. Jahani, Benjamin S. Manning, Joe Zhang, Hong-Yi TuYe, Mohammed Alsobay, Christos Nicolaides, Siddharth Suri, David Holtz July 2024 SSRN | July 2024
Publication Correcting the Mythos of KL-Regularization: Direct Alignment without Overoptimization via Chi-Squared Preference Optimization Audrey Huang, Wenhao Zhan, Tengyang Xie, Jason D. Lee, Wen Sun, Akshay Krishnamurthy, Dylan Foster ICLR 2025 | July 2024
Publication Impact of Decentralized Learning on Player Utilities in Stackelberg Games Kate Donahue, Nicole Immorlica, Meena Jagadeesan, Brendan Lucier, Aleksandrs Slivkins ICML 2024 | June 2024
Publication Computationally Efficient RL under Linear Bellman Completeness for Deterministic Dynamics Runzhe Wu, Ayush Sekhari, Akshay Krishnamurthy, Wen Sun ICLR 2025 | June 2024
Research
Research