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MultiSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos
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Jielin Qiu, Jiacheng Zhu, William Han, Aditesh Kumar, Karthik Mittal, Claire Jin, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Bo Li, Ding Zhao, Lijuan Wang
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2026-02-28 13:39:58
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MultiSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos MultiSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos Jielin Qiu 1,2 , Jiacheng Zhu 1 , William Han 1 , Aditesh Kumar 1 , Karthik Mittal 1 , Claire Jin 1 , Zhengyuan Yang 2 , Linjie Li 2 , Jianfeng Wang 2 , Ding Zhao 1 , Bo Li 3 , Lijuan Wang 2 1 Carnegie Mellon University, 2 Microsoft Azure AI, 3 University of Chicago Dataset Paper Data Collection Tool Model Code The 17 main categories of the MultiSum dataset, where each main category contains 10 subcategories, resulting in 170 subcategories in total. Abstract Multimodal summarization with multimodal output (MSMO) has emerged as a promising research direction. Nonetheless, numerous limitations exist within existing public MSMO datasets, including insufficient upkeep, data inaccessibility, limited size, and the absence of proper catego...
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