Visual Question Answering

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 Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions ACL 2025 Unveiling Differences: A Vision Encoder-Decoder Model for Difference Medical Visual Question Answering MIDL 2025 VisTRA: Visual Tool-use Reasoning Analyzer for Small Object Visual Question Answering ACL 2025 Visual Question Answering on Scientific Charts Using Fine-Tuned Vision-Language Models 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 WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation EMNLP 2025 We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? ACL 2025 What You See is What You Ask: Evaluating Audio Descriptions EMNLP 2025 When Open-Vocabulary Visual Question Answering Meets Causal Adapter: Benchmark and Approach AAAI 2025 Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding ACL 2025 An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models EMNLP 2024 A Robust Dual-debiasing VQA Model based on Counterfactual Causal Effect EMNLP 2024 BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining AAAI 2024 Bridging the Gap between 2D and 3D Visual Question Answering: A Fusion Approach for 3D VQA AAAI 2024 CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes NeurIPS 2024 ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering EMNLP 2024