3 papers
cs.CL2026
LLM-Assisted Discovery of Typed Semantic Links for Ontology Network Construction
Nouha Hayouni, Sheeba Samuel, Alsayed Algergawy
Constructing typed, justified semantic links between ontologies is essential for enabling interoperability across heterogeneous and interdisciplinary knowledge domains. However, ma…
cs.AI2025
GenIC: An LLM-Based Framework for Instance Completion in Knowledge Graphs
Amel Gader, Alsayed Algergawy
Knowledge graph completion aims to address the gaps of knowledge bases by adding new triples that represent facts. The complexity of this task depends on how many parts of a triple…
cs.AI2024
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…