This repository contains the source code associated with the paper titled Classification of Crowd-Based Software Requirements via Unsupervised Learning. The code facilitates the reproduction of the ...

Abstract: In recent years, large language models (LLMs) have demonstrated exceptional capabilities across various tasks. However, the effectiveness of LLMs in software requirement classification has ...

Abstract: A key factor in the success of a software project is achieving the best-possible software reliability within the allotted time & budget. Classification models which provide a risk-based ...

ABSTRACT: In this paper, a software bug classification algorithm, CLUBAS (Classification of Software Bugs Using Bug Attribute Similarity) is presented. CLUBAS is a hybrid algorithm, and is designed by ...

multilabel_classifier.py: This script classifies the software into the following categories: Workflow, Benchmark, Library, and Other. It has been trained using a DistilBERT model and uses the ...