Author name: Reham Alharbi, Valentina Tamma, Terry R. Payne, Jacopo de Berardinis

Characterising LLM-Generated Competency Questions: a Cross-Domain Empirical Study using Open and Closed Models

Reham Alharbi, Valentina Tamma, Terry R. Payne, Jacopo de Berardinis / April 20, 2026

arXiv:2604.16258v1 Announce Type: new
Abstract: Competency Questions (CQs) are a cornerstone of requirement elicitation in ontology engineering. CQs represent requirements as a set of natural language questions that an ontology should satisfy; they ar…

cs.CL

A Comparative Study of Competency Question Elicitation Methods from Ontology Requirements

Reham Alharbi, Valentina Tamma, Terry R. Payne, Jacopo de Berardinis / April 4, 2026

arXiv:2507.02989v2 Announce Type: replace
Abstract: Competency Questions (CQs) are pivotal in knowledge engineering, guiding the design, validation, and testing of ontologies. A number of diverse formulation approaches have been proposed in the litera…