Deep Multimodal-Interactive Document Summarization Network and Its Cross-Modal Text–Image Retrieval Application for Future Smart City Information Management Systems

Deep Multimodal-Interactive Document Summarization Network and Its Cross-Modal Text–Image Retrieval Application for Future Smart City Information Management Systems

Urban documents like city planning reports and environmental data often feature complex charts and texts that require effective summarization tools, particularly in smart city management systems. These documents increasingly use graphical abstracts alongside textual summaries to enhance readability,...

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Bibliographic Details
Main Authors: Wenhui Yu, Gengshen Wu, Jungong Han
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Smart Cities
Subjects:
multi-task learning
multimodal learning
paper summarization
important image selection
cross-modal retrieval
smart city information management systems
Online Access:https://www.mdpi.com/2624-6511/8/3/96
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