Athena beats LSI-based impact analysis by ~10% (mRR/mAP/HIT@10) by propagating transformer code embeddings over call and class-member dependence graphs.
In2006 22nd IEEE International Conference on Software Maintenance
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Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs
Athena beats LSI-based impact analysis by ~10% (mRR/mAP/HIT@10) by propagating transformer code embeddings over call and class-member dependence graphs.