2026
RECURRENT CONFIDENCE CHAIN: TEMPORAL-AWARE UNCERTAINTY QUANTIFICATION IN LARGE LANGUAGE MODELS
ICASSP 2026poster
As reasoning modules, such as the chain-of-thought mechanism, are applied to large language models, they achieve strong performance on various tasks such as answering common-sense questions and solving math problems. The main challenge now is to assess the uncertainty of answers, which can help prev…