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--- |
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license: apache-2.0 |
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--- |
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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. |
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If you use this dataset, please cite the following paper: |
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``` |
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@misc{zhang2024gallagraphalignedlarge, |
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title={GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding}, |
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author={Ziyin Zhang and Hang Yu and Shijie Li and Peng Di and Jianguo Li and Rui Wang}, |
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year={2024}, |
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eprint={2409.04183}, |
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archivePrefix={arXiv}, |
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primaryClass={cs.CL}, |
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url={https://arxiv.org/abs/2409.04183}, |
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} |
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``` |
