Applications

Learning Sparsity for Effective and Efficient Music Performance Question Answering ACL 2025 Leveraging Large Models to Evaluate Novel Content: A Case Study on Advertisement Creativity EMNLP 2025 Linear Partial Gromov-Wasserstein Embedding ICLR 2025 Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding CVPR 2025 MemeQA: Holistic Evaluation for Meme Understanding ACL 2025 Memory-QA: Answering Recall Questions Based on Multimodal Memories EMNLP 2025 Momentum Pseudo-Labeling for Weakly Supervised Phrase Grounding AAAI 2025 MovieCORE: COgnitive REasoning in Movies EMNLP 2025 MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering ACL 2025 Multi-Granular Multimodal Clue Fusion for Meme Understanding AAAI 2025 Multi-Schema Proximity Network for Composed Image Retrieval ICCV 2025 Narrating the Video: Boosting Text-Video Retrieval via Comprehensive Utilization of Frame-Level Captions CVPR 2025 NLKI: A Lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks EMNLP 2025 Notes-guided MLLM Reasoning: Enhancing MLLM with Knowledge and Visual Notes for Visual Question Answering CVPR 2025 One More Modality: Does Abstract Meaning Representation Benefit Visual Question Answering? EMNLP 2025 ProtoVQA: An Adaptable Prototypical Framework for Explainable Fine-Grained Visual Question Answering EMNLP 2025 Puzzled by Puzzles: When Vision-Language Models Can’t Take a Hint EMNLP 2025 Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines AAAI 2025 SciVQA 2025: Overview of the First Scientific Visual Question Answering Shared Task ACL 2025 Seeing Culture: A Benchmark for Visual Reasoning and Grounding EMNLP 2025 SimpleDoc: Multi‐Modal Document Understanding with Dual‐Cue Page Retrieval and Iterative Refinement EMNLP 2025 Target Scanpath-Guided 360-Degree Image Enhancement AAAI 2025 Taxonomy-Aware Evaluation of Vision-Language Models CVPR 2025 Teaching Large Language Models to Regress Accurate Image Quality Scores Using Score Distribution CVPR 2025 Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions ACL 2025