Ji-Hoon Park

SUGAR: Leveraging Contextual Confidence for Smarter Retrieval

Bearing in mind the limited parametric knowledge of Large Language Models (LLMs), retrieval-augmented generation (RAG) which supplies them with the relevant external knowledge has served as an approach to mitigate the issue of hallucinations to a certain extent. However, uniformly retrieving support…