atfortes/Awesome-LLM-Reasoning

From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 šŸ“

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A curated collection of papers and resources covering reasoning techniques in LLMs and multimodal systems, from foundational prompting methods to advanced inference-time scaling approaches. Organizes research by technique categories—including unimodal reasoning, multimodal reasoning, and scaling smaller models—alongside analysis studies on CoT faithfulness, token bias, and reasoning stability. Complements a companion benchmarking project (LLMSymbolicReasoningBench) for empirically testing symbolic reasoning capabilities.

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May 07, 2025

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