11 citations · 12 across the 3 of their papers we have counts for
3 papers
cs.SE2023★ 1 cited
Zero-Shot Learning for Requirements Classification: An Exploratory Study
Waad Alhoshan, Alessio Ferrari, Liping Zhao
Context: Requirements engineering researchers have been experimenting with machine learning and deep learning approaches for a range of RE tasks, such as requirements classificatio…
cs.SE2023
A Machine Learning Approach for Hierarchical Classification of Software Requirements
Manal Binkhonain, Liping Zhao
Context: Classification of software requirements into different categories is a critically important task in requirements engineering (RE). Developing machine learning (ML) approac…
cs.CL2022★ 11 cited
Classification of Natural Language Processing Techniques for Requirements Engineering
Liping Zhao, Waad Alhoshan, Alessio Ferrari +1
Research in applying natural language processing (NLP) techniques to requirements engineering (RE) tasks spans more than 40 years, from initial efforts carried out in the 1980s to…