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Authors: Shekoufeh Kolahdouz Rahimi 1 ; Kevin Lano 2 ; Sobhan Tehrani 3 ; Chenghua Lin 4 ; Yiqi Liu 4 and Muhammad Umar 2

Affiliations: 1 School of Arts, University of Roehampton, London, U.K. ; 2 Department of Informatics, King’s College London, London, U.K. ; 3 Department of Computer Science, University College London, U.K. ; 4 Department of Computer Science, University of Sheffield, U.K.

Keyword(s): Requirements Formalisation, Model-Driven Engineering, NLP.

Abstract: Many approaches have been proposed for the automated formalisation of software requirements from semi-formal or informal requirements documents. However this research field lacks established case studies upon which different approaches can be compared, and there is also a lack of accepted criteria for comparing the results of formalisation approaches. As a consequence, it is difficult to determine which approaches are more appropriate for different kinds of formalisation task. In this paper we define benchmark case studies and a framework for comparative evaluation of requirements formalisation approaches, thus contributing to improving the rigour of this research field. We apply the approach to compare four example requirements formalisation methods.

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Paper citation in several formats:
Kolahdouz Rahimi, S.; Lano, K.; Tehrani, S.; Lin, C.; Liu, Y. and Umar, M. (2024). Comparative Evaluation of NLP Approaches for Requirements Formalisation. In Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - MODELSWARD; ISBN 978-989-758-682-8; ISSN 2184-4348, SciTePress, pages 125-132. DOI: 10.5220/0012318700003645

@conference{modelsward24,
author={Shekoufeh {Kolahdouz Rahimi}. and Kevin Lano. and Sobhan Tehrani. and Chenghua Lin. and Yiqi Liu. and Muhammad Umar.},
title={Comparative Evaluation of NLP Approaches for Requirements Formalisation},
booktitle={Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - MODELSWARD},
year={2024},
pages={125-132},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012318700003645},
isbn={978-989-758-682-8},
issn={2184-4348},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - MODELSWARD
TI - Comparative Evaluation of NLP Approaches for Requirements Formalisation
SN - 978-989-758-682-8
IS - 2184-4348
AU - Kolahdouz Rahimi, S.
AU - Lano, K.
AU - Tehrani, S.
AU - Lin, C.
AU - Liu, Y.
AU - Umar, M.
PY - 2024
SP - 125
EP - 132
DO - 10.5220/0012318700003645
PB - SciTePress

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