THU-KEG / RM-BenchLinks
[ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
☆65Updated 3 months ago
Alternatives and similar repositories for RM-Bench
Users that are interested in RM-Bench are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆120Updated 2 weeks ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆131Updated 7 months ago
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆61Updated 11 months ago
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆71Updated 6 months ago
- ☆50Updated last year
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆82Updated 10 months ago
- ☆58Updated last year
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆76Updated last month
- Model merging is a highly efficient approach for long-to-short reasoning.☆89Updated 3 weeks ago
- RM-R1: Unleashing the Reasoning Potential of Reward Models☆146Updated 4 months ago
- The rule-based evaluation subset and code implementation of Omni-MATH☆24Updated 10 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆116Updated 11 months ago
- Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping☆57Updated 5 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
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆84Updated 8 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆121Updated last year
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆115Updated 6 months ago
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆190Updated 9 months ago
- ☆215Updated 7 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆62Updated 11 months ago
- This is an official implementation of the Reward rAnked Fine-Tuning Algorithm (RAFT), also known as iterative best-of-n fine-tuning or re…☆37Updated last year
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆69Updated 4 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆165Updated 8 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆63Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆62Updated last year
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆176Updated 5 months ago
- ☆69Updated last year
- A Sober Look at Language Model Reasoning☆87Updated last month
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆121Updated 7 months ago
- [ACL 2024] ANAH & [NeurIPS 2024] ANAH-v2 & [ICLR 2025] Mask-DPO☆55Updated 6 months ago