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evaluation metrics 1keyword-aware training 1long-document processing 1multimodal summarization 1visual-text alignment 1

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1 paper

cs.AI2026

MMLDSum-LLM: Multimodal Long-Document Summarization with Visual-Alignment and Keyword-Aware

Xianpeng Zhang, Jiahua Yang, Dongyu Chen +7

The paper presents a benchmark for multimodal long-document summarization and a two-stage training framework (MMLDSum-LLM) that incorporates visual-alignment and keyword-aware loss…