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

Discrete Subgraph Sampling for Interpretable Graph based Visual Question Answering COLING 2025

WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines NAACL 2025

From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks NAACL 2025

PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models EMNLP 2025

ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models ACL 2025

SimLingo: Vision-Only Closed-Loop Autonomous Driving with Language-Action Alignment CVPR 2025

Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly CVPR 2025

A Simple Data Augmentation Strategy for Text-in-Image Scientific VQA EMNLP 2025

BuDDIE: A Business Document Dataset for Multi-task Information Extraction COLING 2025

ReWind: Understanding Long Videos with Instructed Learnable Memory CVPR 2025

GLEN: Generalized Focal Loss Ensemble of Low-Rank Networks for Calibrated Visual Question Answering AAAI 2025

Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types COLING 2025

Visual Question Answering for Peruvian Cuisine in Regional Spanish AAAI 2025

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

Coling-UniA at SciVQA 2025: Few-Shot Example Retrieval and Confidence-Informed Ensembling for Multimodal Large Language Models ACL 2025

SciVQA 2025: Overview of the First Scientific Visual Question Answering Shared Task ACL 2025

TaiwanVQA: A Benchmark for Visual Question Answering for Taiwanese Daily Life COLING 2025

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

Challenging Multimodal LLMs with African Standardized Exams: A Document VQA Evaluation ACL 2025

BiMediX2 : Bio-Medical EXpert LMM for Diverse Medical Modalities EMNLP 2025

Persian in a Court: Benchmarking VLMs In Persian Multi-Modal Tasks COLING 2025

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

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

HALLUCINOGEN: Benchmarking Hallucination in Implicit Reasoning within Large Vision Language Models EMNLP 2025

A Video-grounded Dialogue Dataset and Metric for Event-driven Activities AAAI 2025