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#chain-of-thought

3 stories · 1 in 7 days · 1 in 30 days
AI安全 1Learning by Thinking 1OpenAI 1Self-Instruct 1Tree-of-Thoughts 1WSJ 1推理模型 1
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Nov 11
PapersBuilders13:17
Chinese content论文提出 Cognitive LbT 框架，解析大模型"从思考中学习"的四种机制

搞 self-improvement 或智能体自学习的人可以看这篇。它把 CoT、Self-Instruct、Tree-of-Thoughts 这些方法统一归到四个认知机制下，还解释了为什么模型崩溃和幻觉扩散是结构性的，不是调参能修好的。比单篇方法论文更有全局视角。

#Learning by Thinking#Self-Instruct#Tree-of-Thoughts#chain-of-thought
arXiv cs.AI@Dong Han et al. (3)Source
Oct 9
Jul 13