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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

Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering EMNLP 2024
TIGER: A Unified Generative Model Framework for Multimodal Dialogue Response Generation COLING 2024
Improved Baselines with Visual Instruction Tuning CVPR 2024
CommVQA: Situating Visual Question Answering in Communicative Contexts EMNLP 2024
Towards Answering Health-related Questions from Medical Videos: Datasets and Approaches COLING 2024
Mask4Align: Aligned Entity Prompting with Color Masks for Multi-Entity Localization Problems CVPR 2024
An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models EMNLP 2024
Understanding Information Storage and Transfer in Multi-Modal Large Language Models NIPS 2024
Synthesize Step-by-Step: Tools Templates and LLMs as Data Generators for Reasoning-Based Chart VQA CVPR 2024
Benchmarking Vision Language Models for Cultural Understanding EMNLP 2024
SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge NIPS 2024
Selectively Answering Visual Questions ACL 2024
GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI NIPS 2024
Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs CVPR 2024
How to Configure Good In-Context Sequence for Visual Question Answering CVPR 2024
Improving Automatic VQA Evaluation Using Large Language Models AAAI 2024
Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA EMNLP 2024
Exploiting the Social-Like Prior in Transformer for Visual Reasoning AAAI 2024
BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions AAAI 2024
VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models AAAI 2024
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
ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty NIPS 2024
From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP 2024
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset NIPS 2024