bobxwu / learning-from-rewards-llm-papersLinks
This repository collects research papers on learning from rewards in the context of post-training and test-time scaling of large language models (LLMs).
☆37Updated 3 weeks ago
Alternatives and similar repositories for learning-from-rewards-llm-papers
Users that are interested in learning-from-rewards-llm-papers are comparing it to the libraries listed below
Sorting:
- Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆73Updated last month
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆54Updated 6 months ago
- ☆42Updated 2 months ago
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆50Updated 5 months ago
- ☆46Updated 7 months ago
- RM-R1: Unleashing the Reasoning Potential of Reward Models☆97Updated this week
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆98Updated 3 weeks ago
- ☆50Updated this week
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆61Updated 5 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆57Updated 7 months ago
- ☆18Updated last month
- This the implementation of LeCo☆31Updated 4 months ago
- Revisiting Mid-training in the Era of RL Scaling☆48Updated last month
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆60Updated 5 months ago
- [ACL-25] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.☆63Updated 7 months ago
- A version of verl to support tool use☆172Updated this week
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆64Updated last month
- A comprehensive collection of process reward models.☆85Updated last week
- The implementation of paper "LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Fee…☆39Updated 10 months ago
- ☆59Updated 9 months ago
- SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis☆61Updated this week
- xVerify: Efficient Answer Verifier for Reasoning Model Evaluations☆106Updated last month
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…☆26Updated last year
- [NeurIPS'24] Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models☆61Updated 5 months ago
- A research repo for experiments about Reinforcement Finetuning☆47Updated last month
- A Comprehensive Survey on Long Context Language Modeling☆147Updated 2 weeks ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆78Updated 4 months ago
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆47Updated 2 weeks ago
- IKEA: Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent☆57Updated 3 weeks ago