Cross-modal event extraction based on Adaptive Feature Selection and Semantic-Aware Graph

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Maofu Liu, Zhenyi Hu, Bingying Zhou, Huijun Hu, Chen Qiu, Xiaokang Zhang

Published: 01 Jan 2025, Last Modified: 02 Aug 2025Knowl. Based Syst. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•This paper proposes Adaptive Feature Selection and Semantic-Aware Graph (AFSSAG) approach.•AFS module tackles the complex noise in textual background information.•SAG module enhances the semantic awareness of Abstract Meaning Representation graph.•Comprehensive experiments validate the effectiveness and generalization of AFSSAG.