Editorial: Special Issue on Ontologies and Large-Language Models

Abstract

View all access options for this article.

Babaei Giglou

D’Souza

Auer

(2023). LLMs4OL: Large language models for ontology learning. In Payne

T. R.

(Ed.), The semantic web – ISWC 2023. ISWC 2023. Lecture Notes in Computer Science, vol 14265. Springer.

Cascella

Montomoli

Bellini

Bignami

(2023). Evaluating the feasibility of ChatGPT in healthcare: An analysis of multiple clinical and research scenarios. Journal of Medical Systems.

Hofer

Obraczka

Saeedi

Köpcke

Rahm

(2024). Construction of knowledge graphs: Current state and challenges. Information, 15(8), 509.

Mihindukulasooriya

Tiwari

Enguix

C.F.

Lata

(2023). Text2KGBench: A benchmark for ontology-driven knowledge graph generation from text. International Workshop on the Semantic Web.

Neuhaus

(2023). Ontologies in the era of large language models – a perspective. Applied Ontology, 18(4), 399–407.

Pan

Luo

Wang

Chen

Wang

(2024). Unifying large language models and knowledge graphs: A roadmap. IEEE Transactions on Knowledge and Data Engineering, 36, 3580–3599.

Russell

S. J.

(2020). Artificial Intelligence: A Modern Approach (4th ed.). Prentice Hall.

Shimizu

Hitzler

(2024). “Accelerating knowledge graph and ontology engineering with large language models.”