4 citations · 8 across the 11 of their papers we have counts for
8 papers · 1 filter
OntoExtend: A Framework for Requirement-driven and Scalable Ontology Extension with LLMs
Anna Sofia Lippolis, Mohammad Javad Saeedizade, Stefan Schmid +5
Ontology extension refers to the process of enriching an existing ontology in response to emerging requirements, making it more complete. This task is a resource-intensive and erro…
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…
The Belief-Desire-Intention Ontology for modelling mental reality and agency
Sara Zuppiroli, Carmelo Fabio Longo, Anna Sofia Lippolis +6
The Belief-Desire-Intention (BDI) model is a cornerstone for representing rational agency in artificial intelligence and cognitive sciences. Yet, its integration into structured, s…
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…
Enhancing multimodal analogical reasoning with Logic Augmented Generation
Anna Sofia Lippolis, Andrea Giovanni Nuzzolese, Aldo Gangemi
Recent advances in Large Language Models have demonstrated their capabilities across a variety of tasks. However, automatically extracting implicit knowledge from natural language…
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…
Automatically Drafting Ontologies from Competency Questions with FrODO
Aldo Gangemi, Anna Sofia Lippolis, Giorgia Lodi +1
We present the Frame-based ontology Design Outlet (FrODO), a novel method and tool for drafting ontologies from competency questions automatically. Competency questions are express…