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35 papers

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multimodal learning (14) multimodal machine translation (5) visual question answering (3) multimodal summarization (2) abstractive summarization (2) social media (2) multimodal large language model (2) feature fusion (2) text summarization (2) document understanding (2)

Papers

Intelligent Document Parsing: Towards End-to-end Document Parsing via Decoupled Content Parsing and Layout Grounding EMNLP 2025 Letting Uncertainty Guide Your Multimodal Machine Translation UAI 2025 Modeling Bottom-up Information Quality during Language Processing EMNLP 2025 Mosaic of Modalities: A Comprehensive Benchmark for Multimodal Graph Learning CVPR 2025 Multimodal Machine Translation with Text-Image In-depth Questioning ACL 2025 Probing Logical Reasoning of MLLMs in Scientific Diagrams EMNLP 2025 The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models Via Visual Information Steering ICML 2025 VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents ICLR 2025 AntCritic: Argument Mining for Free-Form and Visually-Rich Financial Comments COLING 2024 Assessing the Role of Imagery in Multimodal Machine Translation EMNLP 2024 MDS: A Fine-Grained Dataset for Multi-Modal Dialogue Summarization COLING 2024 Multimodal Table Understanding ACL 2024 Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup ACL 2024 GEM: Gestalt Enhanced Markup Language Model for Web Understanding via Render Tree EMNLP 2023 mRedditSum: A Multimodal Abstractive Summarization Dataset of Reddit Threads with Images EMNLP 2023 Physics-Driven Diffusion Models for Impact Sound Synthesis From Videos CVPR 2023 WIERT: Web Information Extraction via Render Tree AAAI 2023 DIFNet: Boosting Visual Information Flow for Image Captioning CVPR 2022 Impact of Background Noise and Contribution of Visual Information in Emotion Identification by Native Mandarin Speakers Interspeech 2022 Reading To Listen at the Cocktail Party: Multi-Modal Speech Separation CVPR 2022 SMARTAVE: Structured Multimodal Transformer for Product Attribute Value Extraction EMNLP 2022 VISCOSE - a Kanji Dictionary Enriched with VISual, COmpositional, and SEmantic Information AACL 2022 WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types ACL 2022 Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation EACL 2021 An Element-wise Visual-enhanced BiLSTM-CRF Model for Location Name Recognition EMNLP 2020