Chain-of-Thoughts Papers
by Community
A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".
OSS
Chain-of-Thoughts Papers
Added 1 June 2026
Overview
A curated list of academic papers on chain-of-thought prompting, starting from the seminal paper that introduced the technique. It serves as a reference for tracking research progress in reasoning with large language models.
Best for
Best for
Researchers and developers tracking chain-of-thought reasoning in LLMs
Use cases
- Staying current with chain-of-thought research papers
- Finding foundational and recent work on prompting strategies
- Referencing papers for implementing chain-of-thought in applications
Notes
A curated list of academic papers on chain-of-thought prompting, starting from the seminal paper that introduced the technique. It serves as a reference for tracking research progress in reasoning with large language models.
2,104 stars on GitHub. Last updated 2023-10-05.
Use cases
- Staying current with chain-of-thought research papers
- Finding foundational and recent work on prompting strategies
- Referencing papers for implementing chain-of-thought in applications
Pros
- Comprehensive collection of key papers in one place
- Community-maintained with over 2,100 stars indicating quality
- Easy to browse and discover related work
Cons
- Only a list of papers, no code or implementation examples
- May not be updated frequently after initial curation
- No filtering or search beyond GitHub’s basic features
Indexed from awesome-llm and enriched against its public facts.
Pros
- Comprehensive collection of key papers in one place
- Community-maintained with over 2,100 stars indicating quality
- Easy to browse and discover related work
Cons
- Only a list of papers, no code or implementation examples
- May not be updated frequently after initial curation
- No filtering or search beyond GitHub's basic features
Pairs with
Other entries in the index that connect to this one. Click through to see the chain.
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Fully open reproduction of DeepSeek-R1