metadata
license: apache-2.0
Python & Java AST (Abstract Syntax Tree) and DFG (Data Flow Graph) data used in the paper GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding, along with node type embeddings (node_type_embedding.pth) and code to generate stage 2 instruction data (instruction-text.ipynb). Please refer to the paper and Github repo for further details.
If you use this dataset, please cite the following paper:
@misc{zhang2024gallagraphalignedlarge,
title={GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding},
author={Ziyin Zhang and Hang Yu and Shijie Li and Peng Di and Jianguo Li and Rui Wang},
year={2024},
eprint={2409.04183},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2409.04183},
}