Multi-label software requirement smells classification using deep learning

Multi-label software requirement smells classification using deep learning

Abstract Software requirement smell detection is an important part of establishing high-quality software specifications. These smells, which frequently indicate difficulties like ambiguity, vagueness, or incompleteness, can lead to misunderstandings and mistakes in the latter phases of software deve...

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Bibliographic Details
Main Authors: Ashagrew Liyih Alem, Ketema Keflie Gebretsadik, Shegaw Anagaw Mengistie, Muluye Fentie Admas
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Multi-label classification
Software Requirement
Requirement smell
Word embedding
NLP
Deep learning
Online Access:https://doi.org/10.1038/s41598-025-86673-w
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