most citedRAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning

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cs.CL2025

When Two LLMs Debate, Both Think They'll Win

Pradyumna Shyama Prasad, Minh Nhat Nguyen

Can LLMs accurately adjust their confidence when facing opposition? Building on previous studies measuring calibration on static fact-based question-answering tasks, we evaluate La…