Search Results for author: Keyu Wang

Found 3 papers, 1 papers with code

A Short Review for Ontology Learning from Text: Stride from Shallow Learning, Deep Learning to Large Language Models Trend

no code implementations23 Apr 2024 Rick Du, Huilong An, Keyu Wang, Weidong Liu

It analyzes the methodologies and limitations of shallow-learning-based and deep-learning-based techniques for ontology learning, and provides comprehensive knowledge for the frontier work of using large language models to enhance ontology learning.

Embedding Ontologies via Incorporating Extensional and Intensional Knowledge

no code implementations20 Jan 2024 Keyu Wang, Guilin Qi, Jiaoyan Chen, Tianxing Wu

Extensional knowledge provides information about the concrete instances that belong to specific concepts in the ontology, while intensional knowledge details inherent properties, characteristics, and semantic associations among concepts.

Language Modelling Link Prediction +2

An Embedding-based Approach to Inconsistency-tolerant Reasoning with Inconsistent Ontologies

1 code implementation4 Apr 2023 Keyu Wang, Site Li, Jiaye Li, Guilin Qi, Qiu Ji

A natural way to reason with an inconsistent ontology is to utilize the maximal consistent subsets of the ontology.

Management Relation

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