Baosong Yang
Scholar

Baosong Yang

Google Scholar ID: fXsHJXkAAAAJ
Alibaba-inc
Machine LearningLarge Language ModelMachine Translation
Citations & Impact
All-time
Citations
5,631
 
H-index
26
 
i10-index
49
 
Publications
20
 
Co-authors
16
list available
Resume (English only)
Academic Achievements
  • 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.