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A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation COLING 2025 CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation EMNLP 2025 C-CLIP: Multimodal Continual Learning for Vision-Language Model ICLR 2025 CoLLM: A Large Language Model for Composed Image Retrieval CVPR 2025 Cross-Lingual Representation Alignment Through Contrastive Image-Caption Tuning ACL 2025 Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models CVPR 2025 Multi-modal Segment Anything Model for Camouflaged Scene Segmentation ICCV 2025 Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models ICLR 2025 Target-Augmented Shared Fusion-based Multimodal Sarcasm Explanation Generation NAACL 2025 A Textual Modal Supplement Framework for Understanding Multi-Modal Figurative Language NAACL 2024 ColorSwap: A Color and Word Order Dataset for Multimodal Evaluation ACL 2024 English-to-Low-Resource Translation: A Multimodal Approach for Hindi, Malayalam, Bengali, and Hausa EMNLP 2024 From Descriptive Richness to Bias: Unveiling the Dark Side of Generative Image Caption Enrichment EMNLP 2024 Group-Wise Contrastive Bottleneck for Weakly-Supervised Visual Representation Learning WACV 2024 IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents NeurIPS 2024 Paraphrase Acquisition from Image Captions EACL 2023 RCLN at SemEval-2023 Task 1: Leveraging Stable Diffusion and Image Captions for Visual WSD SemEval 2023 Text encoders bottleneck compositionality in contrastive vision-language models EMNLP 2023 Transforming Visual Scene Graphs to Image Captions ACL 2023 Validated Image Caption Rating Dataset NeurIPS 2023 All You May Need for VQA are Image Captions NAACL 2022 Bootstrapping a high quality multilingual multimodal dataset for Bletchley ACML 2022 How do people talk about images? A study on open-domain conversations with images. NAACL 2022 Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-Modal Knowledge Transfer ACL 2022 Can images help recognize entities? A study of the role of images for Multimodal NER EMNLP 2021