I am a senior researcher at Tencent AI Lab working on Search and RL to improve the reasoning capability of LLMs. I am especially interested in improving the scaling efficiency of both Search and Learning. I have been working on NLP fields since 2010. I earned my Ph.D. degree from the Computer Science Department at the University of Rochester (UofR), advised by Professor Daniel Gildea. I earned my master degree from the Institute of Computing Technology, Chinese Academy of Science (ICT/CAS), advised by Dr. Qun Liu.

Recent News

• 2024.11 Checkout our recent work on improving the scaling efficiency of search and learning: AlphaLLM (Neurips 2024), LiteSearch, Stepwise Curriculum Learning
• 2024.02 I will serve as an Action Editor of ACL ARR in 2024.
• 2023.09 Checkout our recent papers on industrial-level post-training practices: Stabilizing RLHF, Collaborative Decoding and Reward Stability in RLHF (ICLR 2024).
• 2022.04 I’m honored to serve as a Senior Area Chair at EMNLP 2022.
• 2021.05 I’m so excited that our paper “Video-aided Unsupervised Grammar Induction” was selected as the Best Long Paper at the 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL).
• 2020.12 I will serve as a senior PC member (≈Area Chair) at IJCAI 2021.
• 2020.11 I will join the editorial team of TACL, a top journel focusing on NLP.
• 2020.09 I will give a talk about the current progress on AMR parsing and AMR-to-text generation at CCL 2020.
• 2020.03 I will serve as an Area Chair for the “Semantics” track of EMNLP 2020.