Hongcheng-Gao / Awesome-Long2short-on-LRMsLinks
Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains papers, codes, datasets, evaluations, and analyses.
☆255Updated 3 months ago
Alternatives and similar repositories for Awesome-Long2short-on-LRMs
Users that are interested in Awesome-Long2short-on-LRMs are comparing it to the libraries listed below
Sorting:
- ☆290Updated 5 months ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆70Updated 8 months ago
- ☆55Updated 6 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆318Updated last month
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆215Updated this week
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆193Updated last week
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.☆177Updated 5 months ago
- A comprehensive collection of process reward models.☆122Updated 2 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆92Updated last month
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆701Updated last month
- Paper list for Efficient Reasoning.☆746Updated last week
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆142Updated last month
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆380Updated 2 months ago
- ☆68Updated 7 months ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆271Updated last year
- ☆174Updated last year
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆388Updated 10 months ago
- A version of verl to support diverse tool use☆722Updated last week
- This is the official GitHub repository for our survey paper "Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language …☆146Updated 6 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆396Updated 4 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆508Updated last year
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆88Updated 11 months ago
- A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…☆132Updated 3 months ago
- The related works and background techniques about Openai o1☆221Updated 11 months ago
- ☆319Updated 6 months ago
- ☆143Updated 6 months ago
- ☆213Updated 9 months ago
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆84Updated 9 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆56Updated last year
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆167Updated last year