Reason-Wang / NATLinks
[NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agents"
☆29Updated last year
Alternatives and similar repositories for NAT
Users that are interested in NAT are comparing it to the libraries listed below
Sorting:
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆62Updated last year
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆122Updated last year
- Evaluate the Quality of Critique☆36Updated last year
- [NAACL 2024] Making Language Models Better Tool Learners with Execution Feedback☆42Updated last year
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆51Updated 4 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆114Updated 5 months ago
- ☆104Updated 10 months ago
- [ACL-25] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.☆68Updated 11 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆82Updated 9 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆73Updated 2 weeks ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆151Updated 11 months ago
- ☆103Updated last year
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆130Updated 7 months ago
- ☆50Updated 11 months ago
- This the implementation of LeCo☆31Updated 9 months ago
- Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025*…☆12Updated 2 months ago
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆75Updated 5 months ago
- The repository for ACL 2024 paper "TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models"☆32Updated last year
- ☆58Updated last year
- Critique-out-Loud Reward Models☆70Updated last year
- [ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)☆49Updated last year
- The code of “Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning”☆17Updated last year
- The official repo of "WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents"☆78Updated 3 weeks ago
- The code and data for the paper JiuZhang3.0☆49Updated last year
- RL Scaling and Test-Time Scaling (ICML'25)☆111Updated 9 months ago
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆85Updated 5 months ago
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆132Updated 2 years ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆61Updated 10 months ago