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GuideDog: A Real-World Egocentric Multimodal Dataset for Blind and Low-Vision Accessibility-Aware Guidance ACL 2026 Personalized Image Descriptions from Attention Sequences CVPR 2026 CtD: Composition through Decomposition in Emergent Communication ICLR 2025 MiCEval: Unveiling Multimodal Chain of Thought’s Quality via Image Description and Reasoning Steps NAACL 2025 Can Large Multimodal Models Uncover Deep Semantics Behind Images? ACL 2024 Image Textualization: An Automatic Framework for Generating Rich and Detailed Image Descriptions NeurIPS 2024 IPO: Interpretable Prompt Optimization for Vision-Language Models NeurIPS 2024 Large Language Models can Share Images, Too! ACL 2024 MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models ICLR 2024 Reference-Based Metrics Are Biased Against Blind and Low-Vision Users’ Image Description Preferences EMNLP 2024 Visual Language – Let the Product Say What You Want AAAI 2024 Concadia: Towards Image-Based Text Generation with a Purpose EMNLP 2022 Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics EMNLP 2022 TMEKU System for the WAT2021 Multimodal Translation Task ACL 2021 Seeing the World through Text: Evaluating Image Descriptions for Commonsense Reasoning in Machine Reading Comprehension COLING 2020 Unsupervised Stylish Image Description Generation via Domain Layer Norm AAAI 2019 Compositional Obverter Communication Learning from Raw Visual Input ICLR 2018 DIDEC: The Dutch Image Description and Eye-tracking Corpus COLING 2018 Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information ACL 2018 Draw and Tell: Multimodal Descriptions Outperform Verbal- or Sketch-Only Descriptions in an Image Retrieval Task IJCNLP 2017 Pragmatic descriptions of perceptual stimuli EACL 2017 CIDEr: Consensus-Based Image Description Evaluation CVPR 2015 Exploring Models and Data for Image Question Answering NeurIPS 2015 Image Specificity CVPR 2015 It's Not Polite to Point: Describing People with Uncertain Attributes CVPR 2013