multimodal summarization

Cut to the Chase: Training-free Multimodal Summarization via Chain-of-Events CVPR 2026 ModalSyncSum: Synchronizing Image and Text for Reliable Summary Generation AAAI 2026 MULSUM: A Multimodal Summarization System with Vis-Aligner and Diversity-Aware Image Selection EACL 2026 Progressive Visual Refinement for Multi-modal Summarization EACL 2026 Bridging Multimodal and Video Summarization: A Unified Survey EMNLP 2025 Enhancing Large Language Models for Scientific Multimodal Summarization with Multimodal Output COLING 2025 Language Constrained Multimodal Hyper Adapter For Many-to-Many Multimodal Summarization ACL 2025 Pay More Attention to Images: Numerous Images-Oriented Multimodal Summarization NAACL 2025 A Modular Approach for Multimodal Summarization of TV Shows ACL 2024 Automatic, Meta and Human Evaluation for Multimodal Summarization with Multimodal Output NAACL 2024 DIUSum: Dynamic Image Utilization for Multimodal Summarization AAAI 2024 HealthAlignSumm : Utilizing Alignment for Multimodal Summarization of Code-Mixed Healthcare Dialogues EMNLP 2024 Leveraging Entity Information for Cross-Modality Correlation Learning: The Entity-Guided Multimodal Summarization ACL 2024 Longform Multimodal Lay Summarization of Scientific Papers: Towards Automatically Generating Science Blogs from Research Articles COLING 2024 MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos CVPR 2024 REFINESUMM: Self-Refining MLLM for Generating a Multimodal Summarization Dataset ACL 2024 Video Discourse Parsing and Its Application to Multimodal Summarization: A Dataset and Baseline Approaches EMNLP 2024 Visual Enhanced Entity-Level Interaction Network for Multimodal Summarization NAACL 2024 Align and Attend: Multimodal Summarization With Dual Contrastive Losses CVPR 2023 CFSum Coarse-to-Fine Contribution Network for Multimodal Summarization ACL 2023 D2TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization EMNLP 2023 e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation ACL 2023 Exploiting Pseudo Image Captions for Multimodal Summarization ACL 2023 Large Scale Multi-Lingual Multi-Modal Summarization Dataset EACL 2023 MLASK: Multimodal Summarization of Video-based News Articles EACL 2023