Research

Papers for “question answering”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering	Tianyu Huai, Jie Zhou, Xingjiao Wu	2025	arxiv 2503.00413
A Comprehensive Survey of Knowledge-Based Vision Question Answering Systems: The Lifecycle of Knowledge in Visual Reasoning Task	Jiaqi Deng, Zonghan Wu, Huan Huo	2025	arxiv 2504.17547
SC-ML: Self-supervised Counterfactual Metric Learning for Debiased Visual Question Answering	Xinyao Shu, Shiyang Yan, Xu Yang	2023	arxiv 2304.01647
CLIP-Guided Vision-Language Pre-training for Question Answering in 3D Scenes	Maria Parelli, Alexandros Delitzas, Nikolas Hars	2023	arxiv 2304.06061
Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question Answering	Wei Han, Hantao Huang, Tao Han	2020	arxiv 2010.02582
A Multi-Agent System for Complex Reasoning in Radiology Visual Question Answering	Ziruo Yi, Jinyu Liu, Ting Xiao	2025	arxiv 2508.02841
EsBBQ and CaBBQ: The Spanish and Catalan Bias Benchmarks for Question Answering	Valle Ruiz-Fernández, Mario Mina, Júlia Falcão	2025	arxiv 2507.11216
Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring	Sinh Trong Vu, Hieu Trung Pham, Dung Manh Nguyen	2025	arxiv 2507.22369
Improving Data Augmentation for Robust Visual Question Answering with Effective Curriculum Learning	Yuhang Zheng, Zhen Wang, Long Chen	2024	arxiv 2401.15646
Enhancing Healthcare through Large Language Models: A Study on Medical Question Answering	Haoran Yu, Chang Yu, Zihan Wang	2024	arxiv 2408.04138
A Gaze-grounded Visual Question Answering Dataset for Clarifying Ambiguous Japanese Questions	Shun Inadumi, Seiya Kawano, Akishige Yuguchi	2024	arxiv 2403.17545
LiT-4-RSVQA: Lightweight Transformer-based Visual Question Answering in Remote Sensing	Leonard Hackel, Kai Norman Clasen, Mahdyar Ravanbakhsh	2023	arxiv 2306.00758
Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering	Jiuheng Lin, Yuxuan Lai, Yansong Feng	2024	arxiv 2408.05442
MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering	Aisha Urooj Khan, Amir Mazaheri, Niels da Vitoria Lobo	2020	arxiv 2010.14095
Explainable Conversational Question Answering over Heterogeneous Sources via Iterative Graph Neural Networks	Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum	2023	arxiv 2305.01548
Consistency-Aware Parameter-Preserving Knowledge Editing Framework for Multi-Hop Question Answering	Lingwen Deng, Yifei Han, Shijie Li	2025	arxiv 2509.18655
ManuRAG: Multi-modal Retrieval Augmented Generation for Manufacturing Question Answering (Early Version)	Yunqing Li, Zihan Dong, Farhad Ameri	2026	arxiv 2601.15434
TRACE: An Experiential Framework for Coherent Multi-hop Knowledge Graph Question Answering	Yingxu Wang, Jiaxin Huang, Mengzhu Wang	2026	arxiv 2604.11193
Overview of FinMMEval 2026 Task 2: Multilingual Financial Short-Answer Question Answering	Zhuohan Xie, Xueqing Peng, Georgi Georgiev	2026	arxiv 2607.19867
Generating multiple-choice questions for medical question answering with distractors and cue-masking	Damien Sileo, Kanimozhi Uma, Marie-Francine Moens	2023	arxiv 2303.07069

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