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

Octopus: A Multi-modal LLM with Parallel Recognition and Sequential Understanding NIPS 2024

Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale EMNLP 2024

From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP 2024

BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions AAAI 2024

Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset NIPS 2024

Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering EMNLP 2024

Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models ACL 2024

MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question Answering EMNLP 2024

Exploring Union and Intersection of Visual Regions for Generating Questions, Answers, and Distractors EMNLP 2024

GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation EMNLP 2024

Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment ACL 2024

Benchmarking Out-of-Distribution Detection in Visual Question Answering WACV 2024

Rank2Tell: A Multimodal Driving Dataset for Joint Importance Ranking and Reasoning WACV 2024

VisDiaHalBench: A Visual Dialogue Benchmark For Diagnosing Hallucination in Large Vision-Language Models ACL 2024

Culturally-aware Image Captioning IJCAI 2024

The Illusion of Competence: Evaluating the Effect of Explanations on Users’ Mental Models of Visual Question Answering Systems EMNLP 2024

II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering ACL 2024

Can You Even Tell Left From Right? Presenting a New Challenge for VQA WACV 2024

Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA ACL 2024

Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning NIPS 2024

BloomVQA: Assessing Hierarchical Multi-modal Comprehension ACL 2024

Visual Hallucinations of Multi-modal Large Language Models ACL 2024

ArtQuest: Countering Hidden Language Biases in ArtVQA WACV 2024

Beyond Text: Frozen Large Language Models in Visual Signal Comprehension CVPR 2024

Can I Trust Your Answer? Visually Grounded Video Question Answering CVPR 2024