4 papers
When CQs Go Wrong: Challenges in CQ Verification with OE-Assist
Anna Sofia Lippolis, Mohammad Javad Saeedizade, Robin Keskisärkkä +3
Competency Questions (CQs) are the central component of CQ-verification, an established process in which an ontology is evaluated against a set of natural language questions to det…
Large Language Models Assisting Ontology Evaluation
Anna Sofia Lippolis, Mohammad Javad Saeedizade, Robin Keskisärkkä +3
Ontology evaluation through functional requirements, such as testing via competency question (CQ) verification, is a well-established yet costly, labour-intensive, and error-prone…
Assessing the Capability of Large Language Models for Domain-Specific Ontology Generation
Anna Sofia Lippolis, Mohammad Javad Saeedizade, Robin Keskisarkka +3
Large Language Models (LLMs) have shown significant potential for ontology engineering. However, it is still unclear to what extent they are applicable to the task of domain-specif…
Ontology Generation using Large Language Models
Anna Sofia Lippolis, Mohammad Javad Saeedizade, Robin Keskisärkkä +5
The ontology engineering process is complex, time-consuming, and error-prone, even for experienced ontology engineers. In this work, we investigate the potential of Large Language…