2024
Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering
NeurIPS 2024poster
Large Language Models (LLMs) are widely used for knowledge-seeking purposes yet suffer from hallucinations. The knowledge boundary of an LLM limits its factual understanding, beyond which it may begin to hallucinate. Investigating the perception of LLMs' knowledge boundary is crucial for detecting h…