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 Project
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 Published by Microsoft
Publication Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers using End-to-End Speaker-Attributed ASR Naoyuki Kanda, Xiong Xiao, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka ICASSP 2022 | May 2022 Project Project
Publication FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang ACL 2022 Main Track | May 2022 Project
Publication Adaptive Greedy versus Non-Adaptive Greedy for Influence Maximization Wei Chen, Binghui Peng, Grant Schoenebeck, Biaoshuai Tao Journal of Artificial Intelligence Research | May 2022, Vol 74: pp. 303-351
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