Publication GEqO: ML-Accelerated Semantic Equivalence Detection Brandon Haynes, Rana Alotaibi, Anna Pavlenko, Jyoti Leeka, Alekh Jindal, Yuanyuan Tian Proceedings of the ACM on Management of Data | December 2023
Publication SUT: Active Defects Probing for Transcompiler Models Yufan Huang, Mengnan Qi, Maoquan Wang, Yongqiang Yao, Zihan Liu, Bin Gu, Colin Clement, Neel Sundaresan Empirical Methods in Natural Language Processing | December 2023
Publication Program Translation via Code Distillation Yufan Huang, Mengnan Qi, Yongqiang Yao, Maoquan Wang, Bin Gu, Colin Clement, Neel Sundaresan Empirical Methods in Natural Language Processing | December 2023
Publication InsightPilot: An LLM-Empowered Automated Data Exploration System Rui Ding, Shi Han, Dongmei Zhang EMNLP 2023 | December 2023
Publication LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models Huiqiang Jiang, Qianhui Wu, Chin-Yew Lin, Yuqing Yang, Lili Qiu Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023) | December 2023 Project
Publication Bridging Discrete and Backpropagation: Straight-Through and Beyond Liyuan Liu, Chengyu Dong, Xiaodong Liu, Bin Yu, Jianfeng Gao NeurIPS 2023 (Oral) | December 2023 Github
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 MatterGen: a generative model for inorganic materials design Claudio Zeni, Robert Pinsler, Daniel Zügner, Andrew Fowler, Matthew Horton, Xiang Fu, Sasha Shysheya, Jonathan Crabbé, Lixin Sun, Jake Smith, Ryota Tomioka, Tian Xie December 2023 Video Video Video Access Project
Publication When an Image is Worth 1,024 x 1,024 Words: A Case Study in Computational Pathology Wenhui Wang, Shuming Ma, Hanwen Xu, Naoto Usuyama, Jiayu Ding, Hoifung Poon, Furu Wei December 2023 arXiv | December 2023
Publication Near-real-time monitoring of global ocean carbon sink Piyu Ke, Xiaofan Gui, Wei Cao, Dezhi Wang, Ce Hou, Lixing Wang, Xuanren Song, Yun Li, Biqing Zhu, Jiang Bian, Stephen Sitch, Philippe Ciais, Pierre Friedlingstein, Zhu Liu December 2023