作者位次 #3/6ICLR 2026Poster
SELF-HARMONY: LEARNING TO HARMONIZE SELF-SUPERVISION AND SELF-PLAY IN TEST-TIME REINFORCEMENT LEARNING
Ru Wang · Wei Huang · Qi Cao · Yusuke Iwasawa · Yutaka Matsuo · Jiaxian Guo
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Ru Wang · Wei Huang · Qi Cao · Yusuke Iwasawa · Yutaka Matsuo · Jiaxian Guo
Qi Cao · Takeshi Kojima · Andrew Gambardella · Helinyi Peng · Yutaka Matsuo · Yusuke Iwasawa
Large language models (LLMs) demonstrate remarkable performance across diverse tasks, but they often generate responses that appear plausible while being factually incorrect. This problem is compounded by the lack of explicit uncertainty estimates, which makes it difficult for users to judge the...