Visual Question Answering

CommVQA: Situating Visual Question Answering in Communicative Contexts EMNLP 2024 ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs NeurIPS 2024 CPSeg: Finer-Grained Image Semantic Segmentation via Chain-of-Thought Language Prompting WACV 2024 Detection-Based Intermediate Supervision for Visual Question Answering AAAI 2024 Diversify, Rationalize, and Combine: Ensembling Multiple QA Strategies for Zero-shot Knowledge-based VQA EMNLP 2024 GRAM: Global Reasoning for Multi-Page VQA CVPR 2024 How to Configure Good In-Context Sequence for Visual Question Answering CVPR 2024 Is GPT-4V (ision) All You Need for Automating Academic Data Visualization? Exploring Vision-Language Models’ Capability in Reproducing Academic Charts EMNLP 2024 JDocQA: Japanese Document Question Answering Dataset for Generative Language Models COLING 2024 Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA EMNLP 2024 Learning to Ask Denotative and Connotative Questions for Knowledge-based VQA EMNLP 2024 Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs CVPR 2024 Mask4Align: Aligned Entity Prompting with Color Masks for Multi-Entity Localization Problems CVPR 2024 MemeMQA: Multimodal Question Answering for Memes via Rationale-Based Inferencing ACL 2024 MIBench: Evaluating Multimodal Large Language Models over Multiple Images EMNLP 2024 MIVC: Multiple Instance Visual Component for Visual-Language Models WACV 2024 MMVQA: A Comprehensive Dataset for Investigating Multipage Multimodal Information Retrieval in PDF-based Visual Question Answering IJCAI 2024 Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA ACL 2024 Object-Aware Adaptive-Positivity Learning for Audio-Visual Question Answering AAAI 2024 OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM CVPR 2024 Plot Twist: Multimodal Models Don’t Comprehend Simple Chart Details EMNLP 2024 PropTest: Automatic Property Testing for Improved Visual Programming EMNLP 2024 Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective EMNLP 2024 Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos CVPR 2024 Rethinking Two-Stage Referring Expression Comprehension: A Novel Grounding and Segmentation Method Modulated by Point AAAI 2024