lemon-prog123 / LongRePSLinks
Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision
☆16Updated 7 months ago
Alternatives and similar repositories for LongRePS
Users that are interested in LongRePS are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆83Updated 8 months ago
- [ACL 2025] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLM…☆68Updated last year
- ☆51Updated last year
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆63Updated last year
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆76Updated last month
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆25Updated 3 months ago
- A Sober Look at Language Model Reasoning☆89Updated last week
- Resources and paper list for 'Scaling Environments for Agents'. This repository accompanies our survey on how environments contribute to …☆26Updated this week
- ☆25Updated 7 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆70Updated 4 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆116Updated 6 months ago
- The code of “Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning”☆17Updated last year
- [arxiv: 2505.02156] Adaptive Thinking via Mode Policy Optimization for Social Language Agents☆46Updated 4 months ago
- The rule-based evaluation subset and code implementation of Omni-MATH☆25Updated 11 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆82Updated 10 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆132Updated 8 months ago
- Code and models for EMNLP 2024 paper "WPO: Enhancing RLHF with Weighted Preference Optimization"☆41Updated last year
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 11 months ago
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆137Updated last year
- This the implementation of LeCo☆31Updated 10 months ago
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆72Updated 7 months ago
- ☆46Updated last month
- ☆17Updated 3 months ago
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆76Updated 6 months ago
- ☆69Updated 5 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆119Updated 11 months ago
- Official code for paper "SPA-RL: Reinforcing LLM Agent via Stepwise Progress Attribution"☆54Updated 2 months ago
- ☆38Updated 3 months ago
- ☆23Updated last year