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Visual Question Answering

21 papers

Papers per year

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Papers

DORA: A Dual-Objective Reinforcement Learning Framework for Effective and Efficient Multimodal Agentic Search ACL 2026
ChartAgent: A Multimodal Agent for Visually Grounded Reasoning in Complex Chart Question Answering ACL 2026
Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering ACL 2026
Retrieving to Recover: Towards Incomplete Audio-Visual Question Answering via Semantic-consistent Purification ACL 2026
Looking Beyond the One: Operationalizing and Eliciting Visual Ambiguity in VLLMs ACL 2026
AIM-CoT: Active Information-driven Multimodal Chain-of-Thought for Vision-Language Reasoning ACL 2026
KG-ViP: Bridging Knowledge Grounding and Visual Perception in Multi-modal LLMs for Visual Question Answering ACL 2026
DiningBench: A Hierarchical Multi-view Benchmark for Perception and Reasoning in the Dietary Domain ACL 2026
M3-VQA: A Benchmark for Multimodal, Multi-Entity, Multi-Hop Visual Question Answering ACL 2026
Doc-V*: Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA ACL 2026
AACP: Aesthetics Assessment of Children’s Paintings Based on Self-Supervised Learning AAAI 2024
Unified Language Representation for Question Answering over Text, Tables, and Images ACL 2023
Co-VQA : Answering by Interactive Sub Question Sequence ACL 2022
Separating Skills and Concepts for Novel Visual Question Answering CVPR 2021
On the role of effective and referring questions in GuessWhat?! ACL 2020
Visual Query Answering by Entity-Attribute Graph Matching and Reasoning CVPR 2019
Transfer Learning via Unsupervised Task Discovery for Visual Question Answering CVPR 2019
Structure Learning for Neural Module Networks EMNLP 2019
Embodied Question Answering CVPR 2018
Learning by Asking Questions CVPR 2018
Graph-Structured Representations for Visual Question Answering CVPR 2017