Probing LLMs' Knowledge Boundary: Adaptive RAG, Part 3 - Sumit's Diary
This post introduces techniques that probe the LLM’s internal confidence and knowledge boundaries. We explore prompt-based confidence detection, consistency-based uncertainty estimation, and internal state analysis approaches to determine when retrieval is truly necessary.| Sumit's Diary
