amazon-science / mxeval
☆102Updated 6 months ago
Alternatives and similar repositories for mxeval:
Users that are interested in mxeval are comparing it to the libraries listed below
- Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"☆52Updated 9 months ago
- ✨ RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems - ICLR 2024☆140Updated 5 months ago
- CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion (NeurIPS 2023)☆126Updated 5 months ago
- Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23)☆81Updated last year
- ☆121Updated last year
- Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"☆105Updated last year
- xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval☆76Updated 4 months ago
- CRUXEval: Code Reasoning, Understanding, and Execution Evaluation☆119Updated 3 months ago
- [LREC-COLING'24] HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization☆32Updated 2 weeks ago
- A distributed, extensible, secure solution for evaluating machine generated code with unit tests in multiple programming languages.☆47Updated 2 months ago
- Official code of our work, AVATAR: A Parallel Corpus for Java-Python Program Translation.☆53Updated 5 months ago
- A multi-programming language benchmark for LLMs☆217Updated this week
- ☆40Updated 4 months ago
- [EACL 2024] ICE-Score: Instructing Large Language Models to Evaluate Code☆70Updated 7 months ago
- Source codes for paper ”ReACC: A Retrieval-Augmented Code Completion Framework“☆60Updated 2 years ago
- The LM Contamination Index is a manually created database of contamination evidences for LMs.☆75Updated 9 months ago
- Synthetic question-answering dataset to formally analyze the chain-of-thought output of large language models on a reasoning task.☆130Updated 3 months ago
- Training language models to make programs faster☆85Updated 9 months ago
- Code and data for XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence☆66Updated last year
- [ICML 2023] Data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".☆231Updated 2 months ago
- ☆111Updated 6 months ago
- Code for "StructCoder: Structure-Aware Transformer for Code Generation"☆70Updated 11 months ago
- XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts☆29Updated 6 months ago
- [EMNLP'23] Execution-Based Evaluation for Open Domain Code Generation☆45Updated last year
- [NeurIPS 2023 D&B] Code repository for InterCode benchmark https://arxiv.org/abs/2306.14898☆203Updated 8 months ago
- Accepted by Transactions on Machine Learning Research (TMLR)☆122Updated 3 months ago
- ☆27Updated 2 months ago
- Artifact repository for the paper "Lost in Translation: A Study of Bugs Introduced by Large Language Models while Translating Code", In P…☆41Updated 7 months ago
- Official code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].☆187Updated 2 years ago
- A collection of practical code generation tasks and tests in open source projects. Complementary to HumanEval by OpenAI.☆129Updated 3 weeks ago