awesome-long-chain-of-thought-reasoning
github.com/lightchen233/awesome-long-chain-of-thought-reasoning ↗Latest Advances on Long Chain-of-Thought Reasoning
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me 4.2 reinforcement learning resources from awesome-long-chain-of-thought-reasoning"
Installation instructions →What's inside
4. Algorithms
- Absolute-Zero-Reasoner4.2 Reinforcement Learning
- Adapter Tuning4.1 Supervised Fine-Tuning (SFT)
- Agent-R14.3 Agent
- Andrew Ng's "How to Build, Evaluate, and Iterate LLM Agents"4.3 Agent
- AReaL4.2 Reinforcement Learning
- Awesome-Agent-RL4.3 Agent
2. Introduction to Long-CoT Capabilities
- AceMath2.1 Deep Reasoning
- AdaptiveStep2.2 Feasible Reflection
- ALT2.1 Deep Reasoning
- AutoRace2.2 Feasible Reflection
- Awesome-Latent-CoT2.1 Deep Reasoning
- Bansal et al.2.1 Deep Reasoning
5. Datasets
- AceMath-Instruct5.2 Training Datasets
- AIME 20245.1 Benchmarks
American Invitational Mathematics Examination 2024, a high-level high school math competition dataset, including all questions from AIME I and II of 2024. The problems focus on integer solutions and combinatorial reasoning.
- AIME 20255.1 Benchmarks
A collection of problems from AIME 2025 I & II. The difficulty is similar to AIME 2024, assessing high school students' complex math problem-solving abilities.
- AMC 20235.1 Benchmarks
American Mathematics Competitions 2023, a validation set consisting of 83 problems from the AMC12 competition. It includes questions from the 2022-2023 AMC12 covering topics such as algebra and geometry.
- AM-DeepSeek-R1-Distilled5.2 Training Datasets
- AoPS-Instruc5.2 Training Datasets
7. Paper Lists & Awesome Resources
3. Key Phenomena and Related Principles
- Bi et al.3.2 Reasoning Boundary Phenomenon
- Brown et al.3.4 Inference Test-Time Scaling Phenomenon
- Chen et al.3.3 Overthinking Phenomenon
- Chen et al.3.4 Inference Test-Time Scaling Phenomenon
- Feng et al.3.2 Reasoning Boundary Phenomenon
- Guo et al.3.6 Aha Moment Phenomenon
1. Classical Reasoning Model
Showing a sample of 289 resources. View the full list on GitHub →