Tomasz Kuśmierczyk

LLM uncertainty research: decomposition and efficient estimation

Two new research papers explore methods for understanding and quantifying uncertainty in large language models (LLMs). The first paper proposes a framework to decompose LLM uncertainty into input ambiguity, knowledge ga…