Chain-of-Thoughts Papers

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.