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TS-SLink: a two-stage span linking network for joint multimodal entity-relation extraction

Abstract Multimodal Named Entity Recognition (MNER) and Multimodal Relation Extraction (MRE) are fundamental and core tasks in the field of information extraction. Recently, Joint Multimodal Entity-Relation Extraction (JMERE) has emerged as a unified task aimed at enhancing the completeness and cons...

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Principais autores: Jinkang Zheng, Yahui Zhao, Guozhe Jin, Zhenguo Zhang, Rongyi Cui
Format: Artigo
Sprog:Inglês
Udgivet: Springer 2025-11-01
Serier:Journal of King Saud University: Computer and Information Sciences
Fag:
Multimodal information extraction
Text-image fusion
Redundant annotations
Implicit interaction
Joint multimodal entity-relation extraction
Online adgang:https://doi.org/10.1007/s44443-025-00355-1
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