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Visual Question Answering

107 directly classified papers

Papers per year

Papers

KRETA: A Benchmark for Korean Reading and Reasoning in Text-Rich VQA Attuned to Diverse Visual Contexts EMNLP 2025
Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions ACL 2025
Taxonomy-Aware Evaluation of Vision-Language Models CVPR 2025
WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation EMNLP 2025
Howard University-AI4PC at SemEval-2025 Task 1: Using GPT-4o and CLIP-ViLT to Decode Figurative Language Across Text and Images ACL 2025
Can MLLMs Understand the Deep Implication Behind Chinese Images? ACL 2025
Visual Question Answering on Scientific Charts Using Fine-Tuned Vision-Language Models ACL 2025
Embodied Scene Understanding for Vision Language Models via MetaVQA CVPR 2025
Seeing Culture: A Benchmark for Visual Reasoning and Grounding EMNLP 2025
Memory-QA: Answering Recall Questions Based on Multimodal Memories EMNLP 2025
Coling-UniA at SciVQA 2025: Few-Shot Example Retrieval and Confidence-Informed Ensembling for Multimodal Large Language Models ACL 2025
Instruction-tuned QwenChart for Chart Question Answering ACL 2025
ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models ACL 2025
One More Modality: Does Abstract Meaning Representation Benefit Visual Question Answering? EMNLP 2025
MemeQA: Holistic Evaluation for Meme Understanding ACL 2025
SciVQA 2025: Overview of the First Scientific Visual Question Answering Shared Task ACL 2025
Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering CVPR 2025
When Open-Vocabulary Visual Question Answering Meets Causal Adapter: Benchmark and Approach AAAI 2025
Language Repository for Long Video Understanding ACL 2025
VisTRA: Visual Tool-use Reasoning Analyzer for Small Object Visual Question Answering ACL 2025
Challenging Multimodal LLMs with African Standardized Exams: A Document VQA Evaluation ACL 2025
MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering ACL 2025
Improving Automatic VQA Evaluation Using Large Language Models AAAI 2024
Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA AAAI 2024
DIEM: Decomposition-Integration Enhancing Multimodal Insights CVPR 2024