Published over 50 papers in leading NLP/AI journals and conferences such as ACL, EMNLP, AAAI, and NAACL. Selected publications:
- MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation (COLING 2024)
- Rethinking the Exploitation of Monolingual Data for Low-Resource Neural Machine Translation (Computational Linguistics)
- MMNMT: Modularizing Multilingual Neural Machine Translation with Flexibly Assembled MoE and Dense Blocks (EMNLP 2023)
- EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning (NeurIPS 2023)
- Polylm: An open source polyglot large language model (Arxiv Preprint)
Research Experience
Research Intern at Tencent AI Lab; Ph.D. research at University of Macau.
Education
Ph.D. 2019, University of Macau, supervised by Prof. Derek F. Wong and Prof. Lidia S. Chao; Research Intern 2018, Tencent AI Lab, supervised by Dr. Zhaopeng Tu; M.S. 2015, Waseda University, supervised by Prof. Yves Lepage; B.S. 2014, Sichuan University.
Background
Currently a Senior Algorithm Expert in the Language Technology Lab at Alibaba Tongyi Lab. Research interests include multilingualism, large language models, and machine translation.
Miscellany
Professional Services: Area Chair for EMNLP and AACL; PC Member/Reviewer for ACL, AAAI, NAACL, NLPCC, CCL, etc.