Hongcheng-Gao / Awesome-Long2short-on-LRMsView external linksLinks
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.
☆258Aug 13, 2025Updated 6 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:
- ☆17Apr 11, 2025Updated 10 months ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆72Apr 1, 2025Updated 10 months ago
- Paper list for Efficient Reasoning.☆822Feb 11, 2026Updated last week
- Model merging is a highly efficient approach for long-to-short reasoning.☆99Oct 15, 2025Updated 4 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆201Nov 30, 2025Updated 2 months ago
- ☆20Aug 8, 2025Updated 6 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆261May 14, 2025Updated 9 months ago
- ☆145Sep 12, 2025Updated 5 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆97Feb 21, 2025Updated 11 months ago
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆737Oct 20, 2025Updated 3 months ago
- Latest Advances on Long Chain-of-Thought Reasoning☆609Jul 18, 2025Updated 6 months ago
- Code for the paper "A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis"☆19Jun 12, 2025Updated 8 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆345Jan 22, 2026Updated 3 weeks ago
- ☆23Jul 5, 2024Updated last year
- [NeurIPS 2025] Simple extension on vLLM to help you speed up reasoning model without training.☆220May 31, 2025Updated 8 months ago
- [ICML 2025] Official implementation of the paper "SkipGPT: Dynamic Layer Pruning Reinvented with Token Awareness and Module Decoupling". …☆19Nov 17, 2025Updated 3 months ago
- A series of technical report on Slow Thinking with LLM☆759Aug 13, 2025Updated 6 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆278Feb 9, 2026Updated last week
- ☆74Apr 13, 2025Updated 10 months ago
- LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆73Jul 14, 2025Updated 7 months ago
- ☆13Oct 3, 2024Updated last year
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆91Feb 14, 2025Updated last year
- ☆762Dec 23, 2025Updated last month
- A Comprehensive Survey on Long Context Language Modeling☆226Nov 24, 2025Updated 2 months ago
- A version of verl to support diverse tool use☆868Jan 6, 2026Updated last month
- xVerify: Efficient Answer Verifier for Reasoning Model Evaluations☆143Nov 13, 2025Updated 3 months ago
- ACL'2025: SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs. and preprint: SoftCoT++: Test-Time Scaling with Soft Chain-of…☆80May 30, 2025Updated 8 months ago
- A Sober Look at Language Model Reasoning☆92Nov 18, 2025Updated 2 months ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆155Oct 23, 2025Updated 3 months ago
- Latest Advances on System-2 Reasoning☆1,324Jun 8, 2025Updated 8 months ago
- ☆644Jul 29, 2025Updated 6 months ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)☆8,989Feb 6, 2026Updated last week
- [NeurIPS 2023] Token-Scaled Logit Distillation for Ternary Weight Generative Language Models☆18Dec 6, 2023Updated 2 years ago
- Code and data for paper "Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation".☆23Oct 22, 2025Updated 3 months ago
- Complexity Based Prompting for Multi-Step Reasoning☆17Mar 10, 2023Updated 2 years ago
- ☆331May 31, 2025Updated 8 months ago
- A comprehensive collection of process reward models.☆137Oct 4, 2025Updated 4 months ago
- Simple RL training for reasoning☆3,827Dec 23, 2025Updated last month
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆184May 20, 2025Updated 8 months ago