| --- |
| 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}, |
| } |
| ``` |
