visual question answering

1000 papers

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Also known as

VQAI OK-VQA VQA VIDEOQA TEXTVQA IMAGEQA

Co-occurring keywords

multimodal learning (4622) vision-language model (2235) image captioning (728) vision language model (752) multi-modal learning (1276) multimodal large language model (865) large language model (12755) visual reasoning (479) attention mechanism (3975) benchmark evaluation (1539)

Papers

OVQA: A Dataset for Visual Question Answering and Multimodal Research in Odia Language COLING 2025

Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models CVPR 2025

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale ACL 2025

Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract) AAAI 2025

HalLoc: Token-level Localization of Hallucinations for Vision Language Models CVPR 2025

Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification CVPR 2025

MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation EMNLP 2025

Audio-centric Video Understanding Benchmark without Text Shortcut EMNLP 2025

X-FLoRA: Cross-modal Federated Learning with Modality-expert LoRA for Medical VQA EMNLP 2025

TVQACML: Benchmarking Text-Centric Visual Question Answering in Multilingual Chinese Minority Languages EMNLP 2025

Seeing Culture: A Benchmark for Visual Reasoning and Grounding EMNLP 2025

VisFinEval: A Scenario-Driven Chinese Multimodal Benchmark for Holistic Financial Understanding EMNLP 2025

Grounding Multilingual Multimodal LLMs With Cultural Knowledge EMNLP 2025

WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation EMNLP 2025

Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D EMNLP 2025

Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference EMNLP 2025

Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding EMNLP 2025

ComicScene154: A Scene Dataset for Comic Analysis EMNLP 2025

When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs EMNLP 2025

Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025

Humor in Pixels: Benchmarking Large Multimodal Models Understanding of Online Comics EMNLP 2025

Cross-modal Information Flow in Multimodal Large Language Models CVPR 2025

Can VLMs Recall Factual Associations From Visual References? EMNLP 2025

SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models CVPR 2025

Evaluating Image Hallucination in Text-to-Image Generation with Question-Answering AAAI 2025