microsoft / LEMA
official repo for the paper "Learning From Mistakes Makes LLM Better Reasoner"
☆54Updated 11 months ago
Related projects ⓘ
Alternatives and complementary repositories for LEMA
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆61Updated 7 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆49Updated 8 months ago
- ☆54Updated 2 months ago
- [EMNLP Findings 2024 & ACL 2024 NLRSE Oral] Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards☆44Updated 6 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…☆83Updated 4 months ago
- This the implementation of LeCo☆27Updated 4 months ago
- ☆62Updated 3 weeks ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆68Updated 5 months ago
- This is the official repository of the paper "OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI"☆86Updated last month
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆99Updated 3 weeks ago
- InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆54Updated last week
- ☆101Updated 5 months ago
- Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"☆48Updated 5 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆32Updated last month
- [ICML'24] TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks☆22Updated 2 months ago
- "Improving Mathematical Reasoning with Process Supervision" by OPENAI☆83Updated last week
- [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages☆37Updated last month
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆124Updated 3 weeks ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆75Updated last month
- Code for the paper <SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning>☆45Updated last year
- Evaluating Mathematical Reasoning Beyond Accuracy☆37Updated 7 months ago
- [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA☆93Updated last week
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆63Updated last month
- The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agen…☆21Updated 8 months ago
- ☆89Updated 11 months ago
- [ACL 2024] Code for "MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation"☆31Updated 4 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆33Updated 10 months ago
- [NeurIPS 2024] A comprehensive benchmark for evaluating critique ability of LLMs☆29Updated last week
- Contrastive Chain-of-Thought Prompting☆54Updated last year
- Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆64Updated last week