When Abundance Conceals Weakness: Knowledge Conflict in Multilingual Models

Jiaqi Zhao, Qiang Huang, Haodong Chen +2

Large Language Models (LLMs) encode vast world knowledge across multiple languages, yet their internal beliefs are often unevenly distributed across linguistic spaces. When externa…