CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention

Yuxi Sun, Aoqi Zuo, Wei Gao +1

Large Language Models (LLMs) often exhibit knowledge disparities across languages. Encouraging LLMs to \textit{abstain} when faced with knowledge gaps is a promising strategy to re…