I’m a Ph.D. student at the Institute of Computing Technology, Chinese Academy of Sciences (ICT/CAS), supervised by Prof. Yang Feng in ICT Natural Language Processing (ICTNLP) group. Before that, I obtained my B.E. degree at Beijing Institute of Technology (BIT).

My main research interests are multilingual large language model (LLM) and multilingual neural machine translation (MNMT).

News

[2024.11] One paper about byte-based multilingual neural machine translation is released on ArXiv!

[2024.5] One first-author paper about multilingual neural machine translation is accepted to ACL2024 Findings!

[2023.9] I start my Ph.D. life at the University of Chinese Academy of Sciences (UCAS)!

[2023.6] I obtain my B.E. degree from Beijing Institute of Technology (BIT)!

[2023.6] Our LLM BayLing (百聆) is released! BayLing is an instruction-following LLM with advanced language alignment and multi-turn interaction capability. Read our paper and try our online demo! Thanks to all collaborators!

Publication

Improving Multilingual Neural Machine Translation by Utilizing Semantic and Linguistic Features
Mengyu Bu, Shuhao Gu, Yang Feng
Findings of ACL 2024
Paper / Code

Preprint

MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation
Langlin Huang, Mengyu Bu, Yang Feng
Paper / Code

BayLing: Bridging Cross-lingual Alignment and Instruction Following through Interactive Translation for Large Language Models
Shaolei Zhang, Qingkai Fang, Zhuocheng Zhang, Zhengrui Ma, Yan Zhou, Langlin Huang, Mengyu Bu, Shangtong Gui, Yunji Chen, Xilin Chen, Yang Feng
Paper / Code / Demo / Project Page