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Mathematical Entity Linking Methods and Applications
Paperback
DatabasesGeneral ComputersProbability & Statistics
ISBN13: 9783658464738
Publisher: Springer Vieweg
Published: Apr 8 2025
Pages: 243
Weight: 0.72
Height: 0.57 Width: 5.83 Depth: 8.27
Language: English
This research book explores the adaptation of traditional Entity Linking techniques to Mathematical Entity Linking (MathEL) for STEM disciplines, addressing the limitations of current Information Retrieval methods in handling mathematical expressions. By developing and evaluating novel MathEL approaches using AI, Machine Learning, and the Wikidata Knowledge Graph, significant progress is achieved in areas such as Formula Concept recognition, semantic formula search, mathematical question answering, physics exam question generation, and STEM document classification. The study also introduces a suite of open-source Wikimedia MathEL tools, including AnnoMathTeX, MathQA, and PhysWikiQuiz, designed to advance Mathematical Information Retrieval and support innovative applications in academic and educational contexts.
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