Towards Ontology Construction with Language Models

Towards Ontology Construction with Language Models

18 September 2023

Papers citing "Towards Ontology Construction with Language Models"

17 / 17 papers shown

Title
Taxonomy Inference for Tabular Data Using Large Language Models Zhenyu Wu Jiaoyan Chen Norman W. Paton LMTD 51 0 0 25 Mar 2025
GPTKB: Comprehensively Materializing Factual LLM Knowledge Yujia Hu Shrestha Ghosh Tuan-Phong Nguyen Simon Razniewski KELM 38 1 0 07 Nov 2024
Ontology Population using LLMs Sanaz Saki Norouzi Adrita Barua Antrea Christou Nikita Gautam Andrew Eells Pascal Hitzler C. Shimizu 34 1 0 03 Nov 2024
End-to-End Ontology Learning with Large Language Models Andy Lo Albert Q. Jiang Wenda Li M. Jamnik 18 1 0 31 Oct 2024
Data-driven Coreference-based Ontology Building Shir Ashury-Tahan Amir D. N. Cohen Nadav Cohen Yoram Louzoun Yoav Goldberg 25 0 0 22 Oct 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 28 1 0 09 Aug 2024
Research Trends for the Interplay between Large Language Models and Knowledge Graphs H. Khorashadizadeh Fatima Zahra Amara Morteza Ezzabady Frédéric Ieng Sanju Tiwari Nandana Mihindukulasooriya Jinghua Groppe S. Sahri Farah Benamara Sven Groppe 28 7 0 12 Jun 2024
Toward a Method to Generate Capability Ontologies from Natural Language Descriptions Luis Miguel Vieira da Silva Aljosha Kocher Felix Gehlhoff Alexander Fay 21 2 0 12 Jun 2024
Prompt-Time Ontology-Driven Symbolic Knowledge Capture with Large Language Models Tolga Çöplü Arto Bendiken Andrii Skomorokhov Eduard Bateiko Stephen Cobb 24 1 0 22 May 2024
Hierarchical Selective Classification Shani Goren Ido Galil Ran El-Yaniv BDL 55 1 0 19 May 2024
On the Use of Large Language Models to Generate Capability Ontologies Luis Miguel Vieira da Silva Aljosha Kocher Felix Gehlhoff Alexander Fay 19 6 0 26 Apr 2024
Large language models as oracles for instantiating ontologies with domain-specific knowledge Giovanni Ciatto Andrea Agiollo Matteo Magnini Andrea Omicini 29 7 0 05 Apr 2024
From human experts to machines: An LLM supported approach to ontology and knowledge graph construction Vamsi Krishna Kommineni B. König-Ries Sheeba Samuel 39 30 0 13 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 37 8 0 09 Mar 2024
Crawling the Internal Knowledge-Base of Language Models Roi Cohen Mor Geva Jonathan Berant Amir Globerson 175 76 0 30 Jan 2023
Contextual Semantic Embeddings for Ontology Subsumption Prediction Jiaoyan Chen Yuan He Yuxia Geng Ernesto Jiménez-Ruiz Hang Dong Ian Horrocks 33 50 0 20 Feb 2022
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 410 2,584 0 03 Sep 2019