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doi: 10.5281/zenodo.7071383 , 10.5281/zenodo.7144635 , 10.5281/zenodo.7292890 , 10.5281/zenodo.7298730 , 10.5281/zenodo.7071382 , 10.5281/zenodo.7139658 , 10.5281/zenodo.7488906 , 10.5281/zenodo.7158215 , 10.5281/zenodo.7387113 , 10.5281/zenodo.7113965 , 10.5281/zenodo.7093283 , 10.5281/zenodo.7108221 , 10.5281/zenodo.7125182
doi: 10.5281/zenodo.7071383 , 10.5281/zenodo.7144635 , 10.5281/zenodo.7292890 , 10.5281/zenodo.7298730 , 10.5281/zenodo.7071382 , 10.5281/zenodo.7139658 , 10.5281/zenodo.7488906 , 10.5281/zenodo.7158215 , 10.5281/zenodo.7387113 , 10.5281/zenodo.7113965 , 10.5281/zenodo.7093283 , 10.5281/zenodo.7108221 , 10.5281/zenodo.7125182
This dataset contains the post-processed data for software similarity learning. More information is given: SoftwareSim_Github post_process: All embedded software with autoencoder to make sure each function is the same length (1024 bits), each final is the embedded graph representation of software. final_data: All information obtained by Somef & Inspect4py as well as cleaning. Each file represents software in the format given --> Function_Name: [[Called Function], [Function Tokens]] lean_simscore.csv: This file contains software pairs as well as the similarity metrics, format is given: Property Example Graph_1 kakaobrain_helo_word Graph_2 mblondel_soft-dtw miniLM 0.4503 Sbert 0.7204 TSDAE 0.5714
Software Similarity Dataset, Graph Neural Networks
Software Similarity Dataset, Graph Neural Networks
| selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 0 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
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