Publication DAMEX: Dataset-aware Mixture-of-Experts for visual understanding of mixture-of-datasets Yash Jain, Harkirat Behl, Zsolt Kira, Vibhav Vineet 2023 Neural Information Processing Systems | December 2023
Publication Axiomatic Preference Modeling for Longform Question Answering Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett The 2023 Conference on Empirical Methods in Natural Language Processing | December 2023
Publication Survival Instinct in Offline Reinforcement Learning Anqi Li, Dipendra Misra, Andrey Kolobov, Ching-An Cheng NeurIPS 2023 | December 2023 SPOTLIGHT
Publication Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine Harsha Nori, Yin Tat Lee, Sheng Zhang, Dean Carignan, Richard Edgar, Nicolo Fusi, Nicholas King, Jonathan Larson, Yuanzhi Li, Weishung Liu, Renqian Luo, Scott Mayer McKinney, Robert Osazuwa Ness, Hoifung Poon, Tao Qin, Naoto Usuyama, Chris White, Eric Horvitz November 2023
Publication Positional Description Matters for Transformers Arithmetic Ruoqi Shen, Sébastien Bubeck, Ronen Eldan, Yin Tat Lee, Yuanzhi Li, Yi Zhang November 2023 Project
Publication Orca-2: Teaching Small Language Models How to Reason Arindam Mitra, Luciano Del Corro, Shweti Mahajan, Andres Codas, Clarisse Simoes Ribeiro, Sahaj Agrawal, Xuxi Chen, Anastasia Razdaibiedina, Erik Jones, Kriti Aggarwal, Hamid Palangi, Guoqing Zheng, Corby Rosset, Hamed Khanpour, Ahmed Awadallah November 2023 Video Access Access Project
Publication Learning Multi-Task Action Abstractions as a Sequence Compression Problem Ruijie Zheng, Ching-An Cheng, Furong Huang, Andrey Kolobov CoRL 2023 Pre-Training for Robot Learning Workshop | November 2023
Publication Interactive Robot Learning from Verbal Correction Huihan Liu, Alice Chen, Yuke Zhu, Adith Swaminathan, Andrey Kolobov, Ching-An Cheng CoRL 2023 Workshop on Language and Robot Learning (LangRob) | November 2023
Publication Simple Data Sharing for Multi-Tasked Goal-Oriented Problems Ying Fan, Jingling Li, Adith Swaminathan, Aditya Modi, Ching-An Cheng NeurIPS 2023 | October 2023 Project
Publication KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval Marah I Abdin, Suriya Gunasekar, Varun Chandrasekaran, Jerry Li, Mert Yuksekgonul, Rahee Peshawaria, Ranjita Naik, Besmira Nushi October 2023 Video
