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Enhancing Ontology Engineering with LLMs: From Search to Active Learning Extensions

Published on Oct 21, 202427 Views

This paper explores the application of LLMs to ontology engineering tasks within the HumAIne project. The authors present a methodology for for LLM-driven discovery, analysis, and extension of ontolog

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Chapter list

Enhancing Ontology Engineering with LLMs: From Search to Active Learning Extensions00:00
Introduction &Challenges00:31
LLM-Assisted Search &Analysis01:40
LLM-Assisted Analysis05:19
LLMs + & - Ontology Search08:56
Initial prompt refinement for the task10:49
LLM-Assisted Ontology Extension12:54
Ontology formalization13:45
Active Learning Ontology (V.01)14:08
LLMs + & - Ontology Extension14:27
Future Plans &Conclusion14:41