Big Code != Big Vocabulary: Open-Vocabulary Models for Source Code

Karampatsis Rafael-Michael
Karampatsis Rafael-Michael
Babii Hlib
Babii Hlib

ICSE, pp. 1073-1085, 2020.

Cited by: 0|Views32
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Abstract:

Statistical language modeling techniques have successfully been applied to large source code corpora, yielding a variety of new software development tools, such as tools for code suggestion, improving readability, and API migration. A major issue with these techniques is that code introduces new vocabulary at a far higher rate than natu...More

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