4th International Workshop on Natural Language Processing for Knowledge Graph Construction

Knowledge graphs (KG) are becoming increasingly popular, at the heart of Gartner's emerging tech impact radar, especially as a complementary theme for addressing the challenges of recent advances in natural language processing (NLP) with large language models related to responsible AI such as fairness, transparency, accountability, and explainability. Sir Tim Berners-Lee's seminal work ''Weaving the Web: The Original Design and Ultimate Destiny of the World Wide Web'', envisioned a World Wide Web where information is not only accessible but structured, allowing machines to interpret data meaningfully. This vision laid the groundwork for technologies such as RDF (Resource Description Framework) and OWL (Web Ontology Language), which serve as foundational components for modern KGs.

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Published
2025-05-08
DOI
https://doi.org/10.1145/3701716.3717822
Primary Topic
Advanced Graph Neural Networks
Type
article
Field-Weighted Citation Impact
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article

4th International Workshop on Natural Language Processing for Knowledge Graph Construction

Sanju Tiwari, Sergio José Rodríguez Méndez, Edlira Vakaj, Nandana Mihindukulasooriya
Advanced Graph Neural Networks
article

4th International Workshop on Natural Language Processing for Knowledge Graph Construction

Sanju Tiwari, Sergio José Rodríguez Méndez, Edlira Vakaj, Nandana Mihindukulasooriya
article en

Abstract

Knowledge graphs (KG) are becoming increasingly popular, at the heart of Gartner's emerging tech impact radar, especially as a complementary theme for addressing the challenges of recent advances in natural language processing (NLP) with large language models related to responsible AI such as fairness, transparency, accountability, and explainability. Sir Tim Berners-Lee's seminal work ''Weaving the Web: The Original Design and Ultimate Destiny of the World Wide Web'', envisioned a World Wide Web where information is not only accessible but structured, allowing machines to interpret data meaningfully. This vision laid the groundwork for technologies such as RDF (Resource Description Framework) and OWL (Web Ontology Language), which serve as foundational components for modern KGs.

Australian National University (AU), Birmingham City University (GB), IBM (United States) (US), Sharda University (IN)
Quality Education
Openalex Percentile: Top 95%
Advanced Graph Neural Networks
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