Code Generation and Learning Datasets

7 repos

Datasets and systems for training machine learning models on code generation tasks, including instructional code examples, benchmark datasets for evaluating code synthesis, and tools for generating or documenting code from natural language. The cluster centers on curated collections like CONALA, MBPP, and CodeInsight that pair code with natural language descriptions, enabling research in neural code generation, code-to-text tasks, and automated programming assistants.

Python · 2
code-generation ·332
natural-language-processing ·252
nl-to-code ·252
reading-comprehension ·252
codegeneration ·182
dataset 25k ·182
flytech ·182
instructional ·182
programming ·182
python ·182