Discovering Knowledge Deficiencies of Language Models on Massive Knowledge Base

Linxin Song, Xuwei Ding, Jieyu Zhang +6

Large language models (LLMs) possess impressive linguistic capabilities but often fail to faithfully retain factual knowledge, leading to hallucinations and unreliable outputs. Und…