InferCode: Self-supervised learning of code representations by predicting subtrees

InferCode: Self-supervised learning of code representations by predicting subtrees

Learning code representations has found many uses in software engineering, such as code classification, code search, code comment generation, and bug prediction. Although representations of code in tokens, syntax trees, dependency graphs, paths in trees, or the combinations of their variants have be...

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Bibliographic Details
Main Authors: BUI, Duy Quoc Nghi, YU, Yijun, JIANG, Lingxiao
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2021
Subjects:
code search
self supervised
code clone detection
cross language
fine tuning
code retrieval
unlabel data
unlabelled data
Software Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/6716
https://ink.library.smu.edu.sg/context/sis_research/article/7719/viewcontent/ICSE21InferCode_preprint.pdf
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Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/sis_research/6716
https://ink.library.smu.edu.sg/context/sis_research/article/7719/viewcontent/ICSE21InferCode_preprint.pdf

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