microsoft / LEMALinks
official repo for the paper "Learning From Mistakes Makes LLM Better Reasoner"
☆58Updated last year
Alternatives and similar repositories for LEMA
Users that are interested in LEMA are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] A comprehensive benchmark for evaluating critique ability of LLMs☆47Updated 10 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆73Updated 2 weeks ago
- ☆58Updated last year
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆82Updated last year
- ☆103Updated last year
- [ICML'24] TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks☆30Updated 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
- The code and data for the paper JiuZhang3.0☆49Updated last year
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆75Updated 5 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…☆122Updated last year
- [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…☆29Updated last year
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- Benchmarking Benchmark Leakage in Large Language Models☆55Updated last year
- Reproduction of "RLCD Reinforcement Learning from Contrast Distillation for Language Model Alignment☆69Updated 2 years ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆62Updated last year
- [NeurIPS 2024] OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI☆105Updated 7 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆114Updated 5 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆83Updated 7 months ago
- Evaluate the Quality of Critique☆36Updated last year
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆132Updated last year
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆51Updated 4 months ago
- Large Language Models Can Self-Improve in Long-context Reasoning☆73Updated 11 months ago
- Implementation of the paper: "Answering Questions by Meta-Reasoning over Multiple Chains of Thought"☆96Updated last year
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- Official PyTorch Implementation of EMoE: Unlocking Emergent Modularity in Large Language Models [main conference @ NAACL2024]☆35Updated last year
- This is the repo for our paper "Mr-Ben: A Comprehensive Meta-Reasoning Benchmark for Large Language Models"☆50Updated 11 months ago
- Lightweight tool to identify Data Contamination in LLMs evaluation☆52Updated last year
- The official repo for "AceCoder: Acing Coder RL via Automated Test-Case Synthesis" [ACL25]☆91Updated 6 months ago
- GenRM-CoT: Data release for verification rationales☆67Updated last year