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...
Үндсэн зохиолчид: | He, Y, Chen, J, Dong, H, Horrocks, I |
---|---|
Формат: | Conference item |
Хэл сонгох: | English |
Хэвлэсэн: |
CEUR Workshop Proceedings
2023
|
Ижил төстэй зүйлс
Ижил төстэй зүйлс
-
Biomedical ontology alignment with BERT
-н: He, Y, зэрэг
Хэвлэсэн: (2021) -
Language model analysis for ontology subsumption inference
-н: He, Y, зэрэг
Хэвлэсэн: (2023) -
BERTMap: a BERT-based ontology alignment system
-н: He, Y, зэрэг
Хэвлэсэн: (2022) -
A language model based framework for new concept placement in ontologies
-н: Dong, H, зэрэг
Хэвлэсэн: (2024) -
Exploiting the UMLS Metathesaurus in the Ontology Alignment Evaluation Initiative
-н: Jimenez−Ruiz, E, зэрэг
Хэвлэсэн: (2012)