hemingkx / Awesome-Efficient-ReasoningLinks
Paper list for Efficient Reasoning.
☆782Updated last week
Alternatives and similar repositories for Awesome-Efficient-Reasoning
Users that are interested in Awesome-Efficient-Reasoning are comparing it to the libraries listed below
Sorting:
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆711Updated 2 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆255Updated 4 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆247Updated this week
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆323Updated 2 months ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆71Updated 9 months ago
- ☆56Updated 6 months ago
- 🔥 How to efficiently and effectively compress the CoTs or directly generate concise CoTs during inference while maintaining the reasonin…☆64Updated 7 months ago
- Latest Advances on System-2 Reasoning☆1,299Updated 6 months ago
- Latest Advances on Long Chain-of-Thought Reasoning☆585Updated 5 months ago
- ☆296Updated 5 months ago
- [TMLR 2025] Efficient Reasoning Models: A Survey☆285Updated 2 months ago
- A version of verl to support diverse tool use☆783Updated last week
- A series of technical report on Slow Thinking with LLM☆754Updated 4 months ago
- awesome papers in LLM interpretability☆601Updated 4 months ago
- Awesome List for Agentic RL☆673Updated 3 weeks ago
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆686Updated 11 months ago
- Paper List of Inference/Test Time Scaling/Computing☆337Updated 4 months ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆394Updated 2 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆197Updated last month
- The official code of ARPO & AEPO☆833Updated last week
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆381Updated last month
- AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)☆381Updated 2 months ago
- ☆472Updated 2 months ago
- 📖 This is a repository for organizing papers, codes, and other resources related to Latent Reasoning.☆324Updated last month
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆270Updated last year
- ☆323Updated 7 months ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆148Updated 2 months ago
- A comprehensive collection of process reward models.☆129Updated 2 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆404Updated 5 months ago
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆389Updated 11 months ago