TLPO: Token-Level Policy Optimization for Mitigating Language Confusion in Large Language Models
arXiv:2604.26553v1 Announce Type: new
Abstract: Large language models (LLMs) demonstrate strong multilingual capabilities, yet often fail to consistently generate responses in the intended language, exhibiting a phenomenon known as language confusion….