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Visual Question Answering

106 directly classified papers

Papers per year

Papers

Notes-guided MLLM Reasoning: Enhancing MLLM with Knowledge and Visual Notes for Visual Question Answering CVPR 2025
SimpleDoc: Multi‐Modal Document Understanding with Dual‐Cue Page Retrieval and Iterative Refinement EMNLP 2025
ProtoVQA: An Adaptable Prototypical Framework for Explainable Fine-Grained Visual Question Answering EMNLP 2025
What You See is What You Ask: Evaluating Audio Descriptions EMNLP 2025
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines AAAI 2025
Explicitly Guided Difficulty-Controllable Visual Question Generation AAAI 2025
Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices EMNLP 2025
CPIQA: Climate Paper Image Question Answering Dataset for Retrieval-Augmented Generation with Context-based Query Expansion ACL 2025
Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding CVPR 2025
MovieCORE: COgnitive REasoning in Movies EMNLP 2025
Generating Spatial Knowledge Graphs from Automotive Diagrams for Question Answering EMNLP 2025
Can Multimodal Large Language Models Understand Spatial Relations? ACL 2025
V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me ACL 2025
VQAGuider: Guiding Multimodal Large Language Models to Answer Complex Video Questions ACL 2025
Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization AAAI 2025
ECIS-VQG: Generation of Entity-centric Information-seeking Questions from Videos EMNLP 2024
Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering EMNLP 2024
MMScan: A Multi-Modal 3D Scene Dataset with Hierarchical Grounded Language Annotations NIPS 2024
Mask4Align: Aligned Entity Prompting with Color Masks for Multi-Entity Localization Problems CVPR 2024
ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering EMNLP 2024
The Illusion of Competence: Evaluating the Effect of Explanations on Users’ Mental Models of Visual Question Answering Systems EMNLP 2024
VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models AAAI 2024
JDocQA: Japanese Document Question Answering Dataset for Generative Language Models COLING 2024
Exploring Question Guidance and Answer Calibration for Visually Grounded Video Question Answering EMNLP 2024
MPMQA: Multimodal Question Answering on Product Manuals AAAI 2023