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News/ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning
arxiv
PublishedJune 3, 2026 at 4:00 AM

ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning

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arXiv:2606.03503v1 Announce Type: new Abstract: Large Reasoning Models (LRMs) have achieved remarkable progress thanks to Reinforcement Learning with Verifiable Rewards (RLVR) on Chain-of-Thoughts (CoTs). However, since long CoTs naturally contain trial and errors and mainstream RLVR approaches choo

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