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#verbalized confidence

EpiCaR: Knowing What You Don't Know Matters for Better Reasoning in LLMs

Jewon Yeom, Jaewon Sok et al.Jan 11arXiv

This paper teaches AI models not just how to solve problems but also how to tell when their own answers might be wrong.

#EPICAR#calibration#epistemic uncertainty

Confidence Estimation for LLMs in Multi-turn Interactions

Caiqi Zhang, Ruihan Yang et al.Jan 5arXiv

This paper studies how sure (confident) large language models are during multi-turn chats where clues arrive step by step.

#multi-turn confidence estimation#LLM calibration#InfoECE