DaSeLab at LLMs4OL 2024 Task A: Towards Term Typing in Ontology Learning

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Adrita Barua, Sanaz Saki Norouzi, Pascal Hitzler

Published: 2024, Last Modified: 02 Aug 2025LLMs4OL@ISWC 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: The report presents the evaluation results of our approach in the LLM4OL Challenge, where we fine-tuned GPT-3.5 for Task A (Term Typing) across three different datasets. Our approach demonstrated consistent and robust performance during few- shot testing, achieving top rankings in several datasets and sub-datasets, proving the potential of fine-tuning LLMs for ontology creation tasks.