2 papers
cs.AI2025
From Evidence to Belief: A Bayesian Epistemology Approach to Language Models
Minsu Kim, Sangryul Kim, James Thorne
This paper investigates the knowledge of language models from the perspective of Bayesian epistemology. We explore how language models adjust their confidence and responses when pr…
cs.CL2024
Epistemology of Language Models: Do Language Models Have Holistic Knowledge?
Minsu Kim, James Thorne
This paper investigates the inherent knowledge in language models from the perspective of epistemological holism. The purpose of this paper is to explore whether LLMs exhibit chara…