Unveiling code pre-trained models: Investigating syntax and semantics capacities

Unveiling code pre-trained models: Investigating syntax and semantics capacities

Code models have made significant advancements in code intelligence by encoding knowledge about programming languages. While previous studies have explored the capabilities of these models in learning code syntax, there has been limited investigation on their ability to understand code semantics. Ad...

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Bibliographic Details
Main Authors: MA, Wei, LIU, Shangqing, ZHAO, Mengjie, XIE, Xiaofei, WANG, Wenhang, HU, Qiang, ZHANG, Jie, YANG, Liu
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
Subjects:
Code Model Analysis
Syntax and Semantic Encoding
Programming Languages and Compilers
Software Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/9092
https://ink.library.smu.edu.sg/context/sis_research/article/10095/viewcontent/3664606.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/9092
https://ink.library.smu.edu.sg/context/sis_research/article/10095/viewcontent/3664606.pdf

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