Visual Question Answering

Selectively Answering Visual Questions ACL 2024 SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM EMNLP 2024 The Illusion of Competence: Evaluating the Effect of Explanations on Users’ Mental Models of Visual Question Answering Systems EMNLP 2024 Towards Artwork Explanation in Large-scale Vision Language Models ACL 2024 Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA AAAI 2024 TraveLER: A Modular Multi-LMM Agent Framework for Video Question-Answering EMNLP 2024 Unraveling the Truth: Do VLMs really Understand Charts? A Deep Dive into Consistency and Robustness EMNLP 2024 UOUO: Uncontextualized Uncommon Objects for Measuring Knowledge Horizons of Vision Language Models EMNLP 2024 Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal Assistant EMNLP 2024 VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models AAAI 2024 Analyzing Modular Approaches for Visual Question Decomposition EMNLP 2023 COCA: COllaborative CAusal Regularization for Audio-Visual Question Answering AAAI 2023 Compressing and Debiasing Vision-Language Pre-Trained Models for Visual Question Answering EMNLP 2023 DePlot: One-shot visual language reasoning by plot-to-table translation ACL 2023 Divide and Conquer: Answering Questions With Object Factorization and Compositional Reasoning CVPR 2023 ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning EMNLP 2023 Efficient End-to-End Video Question Answering with Pyramidal Multimodal Transformer AAAI 2023 Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge ACL 2023 Glance and Focus: Memory Prompting for Multi-Event Video Question Answering NeurIPS 2023 HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa Language ACL 2023 HybridPrompt: Bridging Language Models and Human Priors in Prompt Tuning for Visual Question Answering AAAI 2023 Improving Selective Visual Question Answering by Learning From Your Peers CVPR 2023 Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts EMNLP 2023 LAVIS: A One-stop Library for Language-Vision Intelligence ACL 2023 Learning Situation Hyper-Graphs for Video Question Answering CVPR 2023