hkust-nlp / RL-Verifier-RobustnessLinks
From Accuracy to Robustness: A Study of Rule- and Model-based Verifiers in Mathematical Reasoning.
☆23Updated 3 weeks ago
Alternatives and similar repositories for RL-Verifier-Robustness
Users that are interested in RL-Verifier-Robustness are comparing it to the libraries listed below
Sorting:
- BeHonest: Benchmarking Honesty in Large Language Models☆34Updated last year
- ☆19Updated 6 months ago
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆69Updated 3 months ago
- The rule-based evaluation subset and code implementation of Omni-MATH☆24Updated 10 months ago
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 10 months ago
- Extending context length of visual language models☆12Updated 10 months ago
- ☆50Updated last year
- ☆13Updated last year
- The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism☆30Updated last year
- Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping☆55Updated 5 months ago
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆61Updated 10 months ago
- ☆58Updated last year
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆44Updated 6 months ago
- ☆63Updated 4 months ago
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆24Updated 2 months ago
- ☆22Updated 3 weeks ago
- instruction-following benchmark for large reasoning models☆45Updated 2 months ago
- The official code repository for the paper "Mirage or Method? How Model–Task Alignment Induces Divergent RL Conclusions".☆15Updated last month
- The repository of the project "Fine-tuning Large Language Models with Sequential Instructions", code base comes from open-instruct and LA…☆29Updated 11 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆73Updated 3 weeks ago
- ☆21Updated 5 months ago
- A comrephensive collection of learning from rewards in the post-training and test-time scaling of LLMs, with a focus on both reward model…☆57Updated 4 months ago
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆64Updated 3 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
- The code and data for the paper JiuZhang3.0☆49Updated last year
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆63Updated last year
- [NeurIPS'24] Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models☆62Updated 10 months ago
- RL with Experience Replay☆47Updated 3 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- Official code for paper "SPA-RL: Reinforcing LLM Agent via Stepwise Progress Attribution"☆47Updated last month