icip-cas / Verifier-EngineeringLinks
Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering
☆60Updated 7 months ago
Alternatives and similar repositories for Verifier-Engineering
Users that are interested in Verifier-Engineering are comparing it to the libraries listed below
Sorting:
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆74Updated last month
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆124Updated 3 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆63Updated 6 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆60Updated 8 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆80Updated 6 months ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆49Updated 8 months ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆114Updated last year
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆165Updated last month
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆102Updated 2 months ago
- RL Scaling and Test-Time Scaling (ICML'25)☆108Updated 5 months ago
- Critique-out-Loud Reward Models☆67Updated 8 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆146Updated 8 months ago
- ☆46Updated 8 months ago
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆127Updated last year
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆55Updated 7 months ago
- GenRM-CoT: Data release for verification rationales☆63Updated 8 months ago
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆137Updated last week
- ☆67Updated last year
- [ACL-25] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.☆63Updated 8 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆114Updated last year
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆141Updated 5 months ago
- Code and data used in the paper: "Training on Incorrect Synthetic Data via RL Scales LLM Math Reasoning Eight-Fold"☆30Updated last year
- Repo of paper "Free Process Rewards without Process Labels"☆154Updated 4 months ago
- The official repository of the Omni-MATH benchmark.☆85Updated 6 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆109Updated 7 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆132Updated last year
- ☆59Updated 10 months ago
- Evaluate the Quality of Critique☆36Updated last year
- Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆74Updated this week
- The rule-based evaluation subset and code implementation of Omni-MATH☆22Updated 6 months ago