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DSTI at LLMs4OL 2024 Task A: Intrinsic versus extrinsic knowledge for type classification
Published 26 Aug 2024 in cs.CL, cs.AI, and cs.LG | (2408.14236v1)
Abstract: We introduce semantic towers, an extrinsic knowledge representation method, and compare it to intrinsic knowledge in LLMs for ontology learning. Our experiments show a trade-off between performance and semantic grounding for extrinsic knowledge compared to a fine-tuned model intrinsic knowledge. We report our findings on the LLMs for Ontology Learning (LLMs4OL) 2024 challenge.
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