Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering

Zhihua Wen, Zhiliang Tian, Zexin Jian +5

Large Language Models (LLMs) are widely used for knowledge-seeking yet suffer from hallucinations. The knowledge boundary (KB) of an LLM limits its factual understanding, beyond wh…