Question Answering

Synthesize Step-by-Step: Tools Templates and LLMs as Data Generators for Reasoning-Based Chart VQA CVPR 2024 Transformer-Based No-Reference Image Quality Assessment via Supervised Contrastive Learning AAAI 2024 ***YesBut***: A High-Quality Annotated Multimodal Dataset for evaluating Satire Comprehension capability of Vision-Language Models EMNLP 2024 A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding EMNLP 2023 Can Foundation Models Watch, Talk and Guide You Step by Step to Make a Cake? EMNLP 2023 Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond EMNLP 2023 Emergent Communication in Interactive Sketch Question Answering NeurIPS 2023 Improving Visual Grounding by Encouraging Consistent Gradient-Based Explanations CVPR 2023 MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering CVPR 2023 MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering EMNLP 2023 RefCLIP: A Universal Teacher for Weakly Supervised Referring Expression Comprehension CVPR 2023 SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images AAAI 2023 VQACL: A Novel Visual Question Answering Continual Learning Setting CVPR 2023 Vulnerabilities in Video Quality Assessment Models: The Challenge of Adversarial Attacks NeurIPS 2023 Zero-shot Visual Question Answering with Language Model Feedback ACL 2023 CARETS: A Consistency And Robustness Evaluative Test Suite for VQA ACL 2022 DoSSIER at MedVidQA 2022: Text-based Approaches to Medical Video Answer Localization Problem ACL 2022 DuReadervis: A Chinese Dataset for Open-domain Document Visual Question Answering ACL 2022 FIBER: Fill-in-the-Blanks as a Challenging Video Understanding Evaluation Framework ACL 2022 Overview of the MedVidQA 2022 Shared Task on Medical Video Question-Answering ACL 2022 Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training EMNLP 2022 ScanQA: 3D Question Answering for Spatial Scene Understanding CVPR 2022 SimVQA: Exploring Simulated Environments for Visual Question Answering CVPR 2022 Towards Video Text Visual Question Answering: Benchmark and Baseline NeurIPS 2022 Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering CVPR 2022