THU-KEG / RM-BenchLinks
[ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
☆75Updated 6 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:
- ☆51Updated last year
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆74Updated 9 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆98Updated 3 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆120Updated 9 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆134Updated 10 months ago
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆64Updated last year
- [ICLR2026] Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping☆62Updated 8 months ago
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆160Updated 3 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆77Updated 4 months ago
- The rule-based evaluation subset and code implementation of Omni-MATH☆26Updated last year
- ☆58Updated last year
- RM-R1: Unleashing the Reasoning Potential of Reward Models☆158Updated 7 months ago
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆70Updated 6 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆120Updated last year
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆127Updated last year
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆83Updated last year
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆88Updated 11 months ago
- ☆56Updated 8 months ago
- xVerify: Efficient Answer Verifier for Reasoning Model Evaluations☆143Updated 2 months ago
- ☆179Updated 2 months ago
- A Sober Look at Language Model Reasoning☆92Updated 2 months ago
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆183Updated 8 months ago
- [ACL 2024] ANAH & [NeurIPS 2024] ANAH-v2 & [ICLR 2025] Mask-DPO☆62Updated 9 months ago
- ☆145Updated 4 months ago
- ☆144Updated 11 months ago
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆191Updated last year
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆132Updated 9 months ago
- Official Implementation for the paper "Integrative Decoding: Improving Factuality via Implicit Self-consistency"☆32Updated 10 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆65Updated last year
- This is an official implementation of the Reward rAnked Fine-Tuning Algorithm (RAFT), also known as iterative best-of-n fine-tuning or re…☆39Updated last year