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Visual Question Answering

288 papers

Papers per year

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20
28
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26
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28
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9

Papers

MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems ACL 2026
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ACL 2026
Protecting multimodal large language models against misleading visualizations ACL 2026
TRACE: Traversal Retrieval-Augmented Chain of Evidence for Document Understanding ACL 2026
Flow-Based Page Unique Semantic Mapping Architecture for Document Visual Question Answering ACL 2026
POLYCHARTQA: Benchmarking Large Vision-Language Models with Multilingual Chart Question Answering ACL 2026
DIAGRAMS : A Review Framework for Reasoning-Level Attribution in Diagram QA ACL 2026
Decoupling Vision and Reasoning: A Data-Efficient Pipeline for Surgical VQA MIDL 2026
RadImageNet-VQA: A Large-Scale CT and MRI Dataset for Radiologic Visual Question Answering MIDL 2026
EyEar: Learning Audio Synchronized Human Gaze Trajectory Based on Physics-Informed Dynamics AAAI 2025
Target Scanpath-Guided 360-Degree Image Enhancement AAAI 2025
When Open-Vocabulary Visual Question Answering Meets Causal Adapter: Benchmark and Approach AAAI 2025
Momentum Pseudo-Labeling for Weakly Supervised Phrase Grounding AAAI 2025
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines AAAI 2025
Explicitly Guided Difficulty-Controllable Visual Question Generation AAAI 2025
Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization AAAI 2025
Multi-Granular Multimodal Clue Fusion for Meme Understanding AAAI 2025
Can Multimodal Large Language Models Understand Spatial Relations? ACL 2025
Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions ACL 2025
ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models ACL 2025
VQAGuider: Guiding Multimodal Large Language Models to Answer Complex Video Questions ACL 2025
Can MLLMs Understand the Deep Implication Behind Chinese Images? ACL 2025
MemeQA: Holistic Evaluation for Meme Understanding ACL 2025
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? ACL 2025
V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me ACL 2025