Visual Question Answering

CommVQA: Situating Visual Question Answering in Communicative Contexts EMNLP 2024 Cracking the Code of Juxtaposition: Can AI Models Understand the Humorous Contradictions NeurIPS 2024 DIEM: Decomposition-Integration Enhancing Multimodal Insights CVPR 2024 EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answering AAAI 2024 ECIS-VQG: Generation of Entity-centric Information-seeking Questions from Videos EMNLP 2024 ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments EMNLP 2024 Exploiting the Social-Like Prior in Transformer for Visual Reasoning AAAI 2024 Exploring Question Guidance and Answer Calibration for Visually Grounded Video Question Answering EMNLP 2024 FineCops-Ref: A new Dataset and Task for Fine-Grained Compositional Referring Expression Comprehension EMNLP 2024 From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP 2024 II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering ACL 2024 Improving Automatic VQA Evaluation Using Large Language Models AAAI 2024 JDocQA: Japanese Document Question Answering Dataset for Generative Language Models COLING 2024 JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images NeurIPS 2024 Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA EMNLP 2024 Mask4Align: Aligned Entity Prompting with Color Masks for Multi-Entity Localization Problems CVPR 2024 MiKASA: Multi-Key-Anchor & Scene-Aware Transformer for 3D Visual Grounding CVPR 2024 MLeVLM: Improve Multi-level Progressive Capabilities based on Multimodal Large Language Model for Medical Visual Question Answering ACL 2024 MMScan: A Multi-Modal 3D Scene Dataset with Hierarchical Grounded Language Annotations NeurIPS 2024 Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering EMNLP 2024 Not (yet) the whole story: Evaluating Visual Storytelling Requires More than Measuring Coherence, Grounding, and Repetition EMNLP 2024 Object Attribute Matters in Visual Question Answering AAAI 2024 Plot Twist: Multimodal Models Don’t Comprehend Simple Chart Details EMNLP 2024 Question-Instructed Visual Descriptions for Zero-Shot Video Answering ACL 2024 ReMI: A Dataset for Reasoning with Multiple Images NeurIPS 2024