📙Paper: PyMT5 multi-mode translation of natural language and Python code with transformers 📚Publisher: EMNLP 🏠Author Affiliation: Microsoft 🔑Public: ❌ 🌐Architecture Encoder-De...
GPT-C
📙Paper: IntelliCode compose code generation using transformer 📚Publisher: FSE 🏠Author Affiliation: Microsoft 🔑Public: ❌ 🌐Architecture Encoder-Decoder Decoder-Only ...
Products
Date of statistics: 2023.02 copilot Model: Codex Supported Programming Languages: Python, Java, JavaScript, TypeScript, Go, Ruby, Julia, PHP, C#, C++, Swift, Perl, PowerS...
Papers
2023.03.28 Improving Code Generation by Training with Natural Language Feedback 2023.03.22 RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation 2022.10.31 When L...
Metrics
pass@k k@n Test Case Average RPs@k; RDs@k; RRs@k CodeBLEU RUBY chrF METEOR ROUGE BLEU Exact Match
LLMs
Date of statistics: 2023.05 Mainly focus on the LLMs for code GPT-4 ChatGPT ChatGLM alpaca Chinese-LLaMA dolly Vicuna StableLM ColossalChat ChatYuan Google Bard Anth...
Data Resource
CodeNet Project CodeNet is a large scale dataset with approximately 14 million code samples, each of which is an intended solution to one of 4000 coding problems. Google Big Query & BigQue...
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