Research

Papers for “question answering”

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

Title	Authors	Year	Source
WikiSeeker: Rethinking the Role of Vision-Language Models in Knowledge-Based Visual Question Answering	Yingjian Zhu, Xinming Wang, Kun Ding	2026	arxiv 2604.05818
CyberMaskQA: A Privacy-Aware Benchmark for Evaluating Large Language Models in Cybersecurity Question Answering	Matilda Gaddi, Jin Noh, Onat Gungor	2026	arxiv 2605.24765
GAPD: Gold-Action Policy Distillation for Agentic Reinforcement Learning in Knowledge Base Question Answering	Xin Sun, Jianan Xie, Zhongqi Chen	2026	arxiv 2605.29584
JL1-CC&QA: Extending the JL1-CD Benchmark with Change Captioning and Question Answering	Ziyuan Liu, Ruifei Zhu, Ouqiao Ma	2026	arxiv 2606.31745
Salient Knowledge Pathways: Sparse Cross-Modal Routing for Efficient Knowledge-Intensive Multimodal Question Answering	Noor Islam S. Mohammad, Uluğ Bayaz\it	2026	arxiv 2607.25422
Human Uncertainty-Aware Data Selection and Automatic Labeling in Visual Question Answering	Jian Lan, Zhicheng Liu, Udo Schlegel	2025	arxiv 2510.11295
VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models	Ziyi Yin, Muchao Ye, Tianrong Zhang	2024	arxiv 2402.11083
A Comprehensive Evaluation of GPT-4V on Knowledge-Intensive Visual Question Answering	Yunxin Li, Longyue Wang, Baotian Hu	2023	arxiv 2311.07536
Enhancing Visual Question Answering through Ranking-Based Hybrid Training and Multimodal Fusion	Peiyuan Chen, Zecheng Zhang, Yiping Dong	2024	arxiv 2408.07303
Synthetic Data Generation with Large Language Models for Personalized Community Question Answering	Marco Braga, Pranav Kasela, Alessandro Raganato	2024	arxiv 2410.22182
LiGT: Layout-infused Generative Transformer for Visual Question Answering on Vietnamese Receipts	Thanh-Phong Le, Trung Le Chi Phan, Nghia Hieu Nguyen	2025	arxiv 2502.19202
Seeing is Knowing! Fact-based Visual Question Answering using Knowledge Graph Embeddings	Kiran Ramnath, Mark Hasegawa-Johnson	2020	arxiv 2012.15484
LiTransProQA: an LLM-based Literary Translation evaluation metric with Professional Question Answering	Ran Zhang, Wei Zhao, Lieve Macken	2025	arxiv 2505.05423
Looking Beyond Visible Cues: Implicit Video Question Answering via Dual-Clue Reasoning	Tieyuan Chen, Huabin Liu, Yi Wang	2025	arxiv 2506.07811
DocSage: An Information Structuring Agent for Multi-Doc Multi-Entity Question Answering	Teng Lin, Yizhang Zhu, Zhengxuan Zhang	2026	arxiv 2603.11798
Finding Answers from the Word of God: Domain Adaptation for Neural Networks in Biblical Question Answering	Helen Jiahe Zhao, Jiamou Liu	2018	arxiv 1810.12118
EvidenceMap: Learning Evidence Analysis to Unleash the Power of Small Language Models for Biomedical Question Answering	Chang Zong, Jian Wan, Siliang Tang	2025	arxiv 2501.12746
Reinforcement learning for question answering in programming domain using public community scoring as a human feedback	Alexey Gorbatovski, Sergey Kovalchuk	2024	arxiv 2401.10882
COOL, a Context Outlooker, and its Application to Question Answering and other Natural Language Processing Tasks	Fangyi Zhu, See-Kiong Ng, Stéphane Bressan	2022	arxiv 2204.09593
VisualSimpleQA: A Benchmark for Decoupled Evaluation of Large Vision-Language Models in Fact-Seeking Question Answering	Yanling Wang, Yihan Zhao, Xiaodong Chen	2025	arxiv 2503.06492

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