4 papers
AccessGuru: Leveraging LLMs to Detect and Correct Web Accessibility Violations in HTML Code
Nadeen Fathallah, Daniel Hernández, Steffen Staab
The vast majority of Web pages fail to comply with established Web accessibility guidelines, excluding a range of users with diverse abilities from interacting with their content.…
Retrieval-Augmented Generation of Ontologies from Relational Databases
Mojtaba Nayyeri, Athish A Yogi, Nadeen Fathallah +4
Deriving OWL ontologies from relational database schemas supports semantic interoperability and downstream tasks such as knowledge graph population, ontology-based data access, gra…
Empowering the Deaf and Hard of Hearing Community: Enhancing Video Captions Using Large Language Models
Nadeen Fathallah, Monika Bhole, Steffen Staab
In today's digital age, video content is prevalent, serving as a primary source of information, education, and entertainment. However, the Deaf and Hard of Hearing (DHH) community…
LLMs4Life: Large Language Models for Ontology Learning in Life Sciences
Nadeen Fathallah, Steffen Staab, Alsayed Algergawy
Ontology learning in complex domains, such as life sciences, poses significant challenges for current Large Language Models (LLMs). Existing LLMs struggle to generate ontologies wi…