Does deep learning improve the performance of duplicate bug report detection? An empirical study

Does deep learning improve the performance of duplicate bug report detection? An empirical study

Do Deep Learning (DL) techniques actually help to improve the performance of duplicate bug report detection? Prior studies suggest that they do, if the duplicate bug report detection task is treated as a binary classification problem. However, in realistic scenarios, the task is often viewed as a ra...

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Bibliographic Details
Main Authors: JIANG, Yuan, SU, Xiaohong, TREUDE, Christoph, SHANG, Chao, WANG, Tiantian
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
Subjects:
Duplicate bug report detection
Deep learning
Information retrieval
Similarity measure
Realistic evaluation
Software Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/8785
https://ink.library.smu.edu.sg/context/sis_research/article/9788/viewcontent/yuanjiang23.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/8785
https://ink.library.smu.edu.sg/context/sis_research/article/9788/viewcontent/yuanjiang23.pdf

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