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Jungmin Li

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Open access Aug 2026

A Visualized Chain of Thought System Based on the Symmetry Concept: Cracking the Dilemma of Complex Reasoning in Large Language Models

Since 2023, large language models (LLMs) have achieved remarkable progress in natural language processing, but they still face dilemmas of unclear reasoning processes and low accuracy when tackling complex tasks such as logical reasoning and mathematical computation. The Chain of Thought (CoT) strategy has emerged as a...

Ai Wu, Shun-Nian Luo, Jungmin Li et al. · 0 citations

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