nyu-mll / ILF-for-code-generation
☆73Updated last year
Related projects: ⓘ
- ☆101Updated 2 months ago
- StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback☆48Updated 2 weeks ago
- Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23)☆76Updated last year
- CodeUltraFeedback: aligning large language models to coding preferences☆62Updated 2 months ago
- [EMNLP'23] Execution-Based Evaluation for Open Domain Code Generation☆42Updated 8 months ago
- CRUXEval: Code Reasoning, Understanding, and Execution Evaluation☆99Updated last month
- InstructCoder (former name:Codelnstruct) enables LLMs to edit code☆47Updated 6 months ago
- Astraios: Parameter-Efficient Instruction Tuning Code Language Models☆57Updated 5 months ago
- 📜 [ICML 2023] "Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation", Wenqing Zheng, S P Sharan, Ajay Kumar Jaiswa…☆36Updated 10 months ago
- Official repo for NAACL 2024 Findings paper "LeTI: Learning to Generate from Textual Interactions."☆60Updated last year
- Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"☆94Updated 8 months ago
- ☆80Updated 9 months ago
- [EMNLP 2023 Industry Track] A simple prompting approach that enables the LLMs to run inference in batches.☆65Updated 6 months ago
- ☆39Updated 3 months ago
- Language Models of Code are Few-Shot Commonsense Learners (EMNLP 2022)☆85Updated last year
- Official code for the paper "CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules"☆28Updated 9 months ago
- ☆42Updated 2 months ago
- About The corresponding code from our paper " REFINER: Reasoning Feedback on Intermediate Representations" (EACL 2024). Do not hesitate t…☆64Updated 6 months ago
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆65Updated last month
- "Improving Mathematical Reasoning with Process Supervision" by OPENAI☆55Updated last week
- A framework for few-shot evaluation of autoregressive language models.☆23Updated 8 months ago
- 🌍 Repository for "AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agent", ACL'24 Best Resource Pap…☆81Updated last month
- Code and data accompanying our paper on arXiv "Faithful Chain-of-Thought Reasoning".☆151Updated 4 months ago
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆40Updated 8 months ago
- RepoQA: Evaluating Long-Context Code Understanding☆96Updated this week
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆44Updated 8 months ago
- ☆20Updated last week
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆45Updated 6 months ago
- A repository for transformer critique learning and generation☆84Updated 9 months ago
- ☆48Updated 3 months ago