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- W4319793108 abstract "While a large number of pre-trained models of source code have been successfully developed and applied to a variety of software engineering (SE) tasks in recent years, our understanding of these pre-trained models is arguably fairly limited. With the goal of advancing our understanding of these models, we perform the first systematic empirical comparison of 19 recently-developed pre-trained models of source code on 13 SE tasks. To gain additional insights into these models, we adopt a recently-developed 4-dimensional categorization of pre-trained models, and subsequently investigate whether there are correlations between different categories of pre-trained models and their performances on different SE tasks." @default.
- W4319793108 created "2023-02-11" @default.
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- W4319793108 date "2023-02-08" @default.
- W4319793108 modified "2023-09-30" @default.
- W4319793108 title "An Empirical Comparison of Pre-Trained Models of Source Code" @default.
- W4319793108 doi "https://doi.org/10.48550/arxiv.2302.04026" @default.
- W4319793108 hasPublicationYear "2023" @default.
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