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Awesome LLM reasoning

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Awesome License: MIT

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Awesome papers on LLM reasoning.

πŸ“œ Table of Contents

<!--- [πŸ“± Applications](#-applications) --> <!--- [πŸŽ‰ Contributors](#-contributors) -->

πŸ“š Papers

🌟 Graph of Thought

πŸ’‘ With Graph

πŸ“Œ Backward Reasoning

Backward Chaining

Question Decomposition

πŸ’ͺ Reasoning Enhancement for Small LM

Objective: Enhance the Reasoning capability of small-scale LM models (<10B) and improve their performance on tasks such as mathematical reasoning, symbolic reasoning, common-sense reasoning, and task planning to achieve a level comparable to that of large-scale models (>100B).

Distillation

Step-aware Reasoning

Self-Training

πŸ“‘ Survey

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