AAAI 2026technical0 citations

How Does Alignment Enhance LLMs’ Multilingual Capabilities? A Language Neurons Perspective

Shimao Zhang, Zhejian Lai, Xiang Liu, Shuaijie She, Xiao Liu, Yeyun Gong, Shujian Huang, Jiajun Chen

Abstract

Multilingual Alignment is an effective and representative paradigm to enhance LLMs

BibTeX
@inproceedings{aaai2026_howdoesalignment,
  title = {How Does Alignment Enhance LLMs’ Multilingual Capabilities? A Language Neurons Perspective},
  author = {Shimao Zhang and Zhejian Lai and Xiang Liu and Shuaijie She and Xiao Liu and Yeyun Gong and Shujian Huang and Jiajun Chen},
  booktitle = {AAAI 2026},
  year = {2026}
}
How Does Alignment Enhance LLMs’ Multilingual Capabilities? A Language Neurons Perspective · AAAI 2026