Publication A Deeper Look at Discounting Mismatch in Actor-Critic Algorithms Shangtong Zhang, Romain Laroche, Harm van Seijen, Shimon Whiteson, Remi Tachet des Combes International Conference on Autonomous Agents and Multiagent Systems (AAMAS) | May 2022 Projet
Publication PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang EMNLP’22 Main Track | May 2022
Publication Towards a Theory of Non-Log-Concave Sampling: First-Order Stationarity Guarantees for Langevin Monte Carlo Krishnakumar Balasubramanian, Sinho Chewi, Murat A. Erdogdu, Adil Salim, Matthew Zhang COLT 2022 | May 2022
Publication Offline Reinforcement Learning: Fundamental Barriers for Value Function Approximation Dylan Foster, Akshay Krishnamurthy, David Simchi-Levi, Yunzong Xu Conference on Learning Theory | May 2022
Publication Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting Lin Huang, Lijun Wu, Jia Zhang, Jiang Bian, Tie-Yan Liu AAAI 2022 | May 2022
Publication Knowledge Distillation for Mixture of Experts Models in Speech Recognition Felipe Cruz Salinas, Kenichi Kumatani, Robert Gmyr, Linquan Liu, Yu Shi MSR-TR-2022-6 | May 2022 Publié par Microsoft
Publication Learning to Reduce False Positives in Analytic Bug Detectors Anant Kharkar, Roshanak Zilouchian Moghaddam, Matthew Jin, Xiaoyu Liu, Xin Shi, Colin Clement, Neel Sundaresan International Conference on Software Engineering | May 2022
Publication Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng ACL 2022 | May 2022
Publication MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding Junlong Li, Yiheng Xu, Lei Cui, Furu Wei ACL 2022 | May 2022 Projet
Publication TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Shi Han, Dongmei Zhang EMNLP’22 Oral Main Track | May 2022