Exploring large language models for ontology alignment
This work investigates the applicability of recent generative Large Language Models (LLMs), such as the GPT series and Flan-T5, to ontology alignment for identifying concept equivalence mappings across ontologies. To test the zero-shot1 performance of Flan-T5-XXL and GPT-3.5-turbo, we leverage chall...
Príomhchruthaitheoirí: | He, Y, Chen, J, Dong, H, Horrocks, I |
---|---|
Formáid: | Conference item |
Teanga: | English |
Foilsithe / Cruthaithe: |
CEUR Workshop Proceedings
2023
|
Míreanna comhchosúla
Míreanna comhchosúla
-
Biomedical ontology alignment with BERT
de réir: He, Y, et al.
Foilsithe / Cruthaithe: (2021) -
Language model analysis for ontology subsumption inference
de réir: He, Y, et al.
Foilsithe / Cruthaithe: (2023) -
BERTMap: a BERT-based ontology alignment system
de réir: He, Y, et al.
Foilsithe / Cruthaithe: (2022) -
A language model based framework for new concept placement in ontologies
de réir: Dong, H, et al.
Foilsithe / Cruthaithe: (2024) -
Exploiting the UMLS Metathesaurus in the Ontology Alignment Evaluation Initiative
de réir: Jimenez−Ruiz, E, et al.
Foilsithe / Cruthaithe: (2012)