作者位次 #2/4ACL 2026Findings· Findings of ACL
How Large Language Models Balance Internal Knowledge with User and Document Assertions
Shuowei Li · Haoxin Li · Wenda Chu · Yi Fang
摘要
Large language models (LLMs) often need to balance their internal parametric knowledge with external information, such as user beliefs and content from retrieved documents, in real-world scenarios like RAG or chat-based systems. A model’s ability to reliably process these sources is key to system...