An empirical study on the potential of word embedding techniques in bug report management tasks

Context Representing the textual semantics of bug reports is a key component of bug report management (BRM) techniques. Existing studies mainly use classical information retrieval-based (IR-based) approaches, such as the vector space model (VSM) to do semantic extraction. Little attention is paid to...

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Vydané v:	Empirical software engineering : an international journal Ročník 29; číslo 5; s. 122
Hlavní autori:	Chen, Bingting, Zou, Weiqin, Cai, Biyu, Meng, Qianshuang, Liu, Wenjie, Li, Piji, Chen, Lin
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York Springer US 01.09.2024 Springer Nature B.V
Predmet:	Compilers Computer Science Debugging Embedding Information retrieval Interpreters Machine learning Natural language processing Programming Languages Semantics Software Engineering/Programming and Operating Systems Vector spaces Words (language) Pre-trained models Bug report Word embedding Vector space model
ISSN:	1382-3256, 1573-7616
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