Is the ground truth really accurate? Dataset purification for automated program repair

Is the ground truth really accurate? Dataset purification for automated program repair

Datasets of real-world bugs shipped with human-written patches are intensively used in the evaluation of existing automated program repair (APR) techniques, wherein the human-written patches always serve as the ground truth, for manual or automated assessment approaches, to evaluate the correctness...

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Bibliographic Details
Main Authors: YANG, Deheng, LEI, Yan, MAO, Xiaoguang, LO, David, XIE, Huan, YAN, Meng
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2021
Subjects:
bug dataset
automated program repair
dataset purification
Artificial Intelligence and Robotics
Databases and Information Systems
Online Access:https://ink.library.smu.edu.sg/sis_research/6878
https://ink.library.smu.edu.sg/context/sis_research/article/7881/viewcontent/963000a096.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/6878
https://ink.library.smu.edu.sg/context/sis_research/article/7881/viewcontent/963000a096.pdf

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