niansong1996 / lever
Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23)
☆84Updated last year
Alternatives and similar repositories for lever:
Users that are interested in lever are comparing it to the libraries listed below
- ☆74Updated last year
- [EMNLP'23] Execution-Based Evaluation for Open Domain Code Generation☆47Updated last year
- Code and data accompanying our paper on arXiv "Faithful Chain-of-Thought Reasoning".☆157Updated 10 months ago
- InstructCoder: Instruction Tuning Large Language Models for Code Editing | Oral ACL-2024 srw☆58Updated 5 months ago
- ☆115Updated 8 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- ☆52Updated last year
- ☆94Updated last year
- Language Models of Code are Few-Shot Commonsense Learners (EMNLP 2022)☆85Updated 2 years ago
- Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"☆109Updated last year
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆118Updated 9 months ago
- ☆35Updated 9 months ago
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆79Updated 7 months ago
- Astraios: Parameter-Efficient Instruction Tuning Code Language Models☆57Updated 11 months ago
- Accepted by Transactions on Machine Learning Research (TMLR)☆126Updated 5 months ago
- A set of utilities for running few-shot prompting experiments on large-language models☆118Updated last year
- CRUXEval: Code Reasoning, Understanding, and Execution Evaluation☆131Updated 5 months ago
- About The corresponding code from our paper " REFINER: Reasoning Feedback on Intermediate Representations" (EACL 2024). Do not hesitate t…☆70Updated last year
- Self-Alignment with Principle-Following Reward Models☆156Updated last year
- ☆39Updated 7 months ago
- Repository for Decomposed Prompting☆87Updated last year
- Synthetic question-answering dataset to formally analyze the chain-of-thought output of large language models on a reasoning task.☆138Updated 5 months ago
- ☆23Updated 6 months ago
- Official code for the paper "CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules"☆44Updated 2 months ago
- StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback☆64Updated 6 months ago
- Training and Benchmarking LLMs for Code Preference.☆33Updated 4 months ago
- PASTA: Post-hoc Attention Steering for LLMs☆113Updated 3 months ago
- Inspecting and Editing Knowledge Representations in Language Models☆112Updated last year
- Code of ICLR paper: https://openreview.net/forum?id=-cqvvvb-NkI☆94Updated 2 years ago
- A distributed, extensible, secure solution for evaluating machine generated code with unit tests in multiple programming languages.☆51Updated 5 months ago