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The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes
用“周期表”系统梳理LLM推理的范式、方法与失败模式，结构清晰，综述全面，值得研究者细读。
arXiv:2606.11470v1 Announce Type: new Abstract: Large Language Models (LLMs) have achieved strong performance across natural language processing tasks…