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Multilingual Entity Linking

Multilingual Entity Linking

von Chen-Tse Tsai, Dan Roth und Shyam Upadhyay
Hardcover - 9783031749001
42,79 €
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Beschreibung

This book focuses on Entity Discovery and Linking (EDL), which is the problem of identifying concepts and entities, disambiguating them, and grounding them to one or more knowledge bases (KBs). The authors first provide background on the topic and emphasize why it is a crucial step toward understanding natural language text. As most of the content on the internet is not in English, the book also discusses cross-lingual EDL. The authors present the challenges associated with EDL problems and explain the existing solutions. The book covers the core challenges that apply to all EDL problems, as well as the additional challenges associated with cross-lingual EDL problems. The authors also survey relevant research papers, highlight recent trends, and identify areas for future research.

Details

Verlag Springer International Publishing
Ersterscheinung 18. Februar 2025
Maße 24 cm x 16.8 cm
Gewicht 467 Gramm
Format Hardcover
ISBN-13 9783031749001
Seiten 154

Schlagwörter

Artificial Intelligence, Bildverarbeitung, Computer Imaging - Vision - Pattern Recognition and Graphics, Data Mining, Data Mining and Knowledge Discovery, Knowledge Based Systems, Künstliche Intelligenz, Machine Learning, Maschinelles Lernen, Natural Language Processing (NLP), Natürliche Sprachen und maschinelle Übersetzung, Wissensbasierte Systeme - Expertensysteme

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