| 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](https://arxiv.org/abs/2409.04183), 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](https://github.com/codefuse-ai/GALLa) 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}, | |
| } | |
| ``` |