Exploring Large Language Models for Ontology Alignment

Exploring Large Language Models for Ontology Alignment

12 September 2023

Papers citing "Exploring Large Language Models for Ontology Alignment"

17 / 17 papers shown

Title
OntoAligner: A Comprehensive Modular and Robust Python Toolkit for Ontology Alignment Hamed Babaei Giglou Jennifer D'Souza Oliver Karras Sören Auer 34 2 0 27 Mar 2025
OAEI-LLM-T: A TBox Benchmark Dataset for Understanding Large Language Model Hallucinations in Ontology Matching Zhangcheng Qiang Kerry Taylor Weiqing Wang Jing Jiang 52 0 0 25 Mar 2025
How Does A Text Preprocessing Pipeline Affect Ontology Syntactic Matching? Zhangcheng Qiang Kerry Taylor Weiqing Wang 27 0 0 06 Nov 2024
Can Structured Data Reduce Epistemic Uncertainty? Shriram M S S. Shevade Gayathri K S Shahina A 18 0 0 14 Oct 2024
DSTI at LLMs4OL 2024 Task A: Intrinsic versus extrinsic knowledge for type classification Hanna Abi Akl 9 1 0 26 Aug 2024
OWL2Vec4OA: Tailoring Knowledge Graph Embeddings for Ontology Alignment Sevinj Teymurova Ernesto Jiménez-Ruiz Tillman Weyde Jiaoyan Chen 39 1 0 12 Aug 2024
Improving Ontology Requirements Engineering with OntoChat and Participatory Prompting Yihang Zhao Bohui Zhang Xi Hu Shuyin Ouyang Jongmo Kim Nitisha Jain Jacopo de Berardinis Albert Meroño-Peñuela Elena Simperl 18 1 0 09 Aug 2024
Towards Complex Ontology Alignment using Large Language Models Reihaneh Amini Sanaz Saki Norouzi Pascal Hitzler Reza Amini 24 12 0 16 Apr 2024
LLMs4OM: Matching Ontologies with Large Language Models Hamed Babaei Giglou Jennifer D'Souza Felix Engel Sören Auer 24 9 0 16 Apr 2024
Ontology Completion with Natural Language Inference and Concept Embeddings: An Analysis Na Li Thomas Bailleux Zied Bouraoui Steven Schockaert 24 3 0 25 Mar 2024
OntoChat: a Framework for Conversational Ontology Engineering using Language Models Bohui Zhang Valentina Anita Carriero Katrin Schreiberhuber Stefani Tsaneva Lucía Sánchez González Jongmo Kim Jacopo de Berardinis 24 8 0 09 Mar 2024
A Language Model based Framework for New Concept Placement in Ontologies Hang Dong Jiaoyan Chen Yuan He Yongsheng Gao Ian Horrocks 27 6 0 27 Feb 2024
Agent-OM: Leveraging LLM Agents for Ontology Matching Zhangcheng Qiang Weiqing Wang Kerry Taylor LLMAG 11 8 0 01 Dec 2023
MapperGPT: Large Language Models for Linking and Mapping Entities N. A. Matentzoglu J. H. Caufield Harshad B. Hegde Justin P Reese Sierra A T Moxon Hyeongsik Kim N. Harris M. Haendel Christopher J. Mungall 27 5 0 05 Oct 2023
DeepOnto: A Python Package for Ontology Engineering with Deep Learning Yuan He Jiaoyan Chen Hang Dong Ian Horrocks Carlo Allocca Taehun Kim B. Sapkota 16 22 0 06 Jul 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,730 0 04 Mar 2022
BERTMap: A BERT-based Ontology Alignment System Yuan He Jiaoyan Chen Denvar Antonyrajah Ian Horrocks 27 81 0 05 Dec 2021