Research

Papers for “question answering”

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

Title	Authors	Year	Source
Bridge Damage Cause Estimation Using Multiple Images Based on Visual Question Answering	Tatsuro Yamane, Pang-jo Chun, Ji Dang	2023	arxiv 2302.09208
RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-training	Zheng Yuan, Qiao Jin, Chuanqi Tan	2023	arxiv 2303.00534
Fine-tuning and aligning question answering models for complex information extraction tasks	Matthias Engelbach, Dennis Klau, Felix Scheerer	2023	arxiv 2309.14805
Leveraging Textual Features for Best Answer Prediction in Community-based Question Answering	George Gkotsis, Maria Liakata, Carlos Pedrinaci	2015	arxiv 1506.02816
Question Retrieval for Community-based Question Answering via Heterogeneous Network Integration Learning	Zheqian Chen, Chi Zhang, Zhou Zhao	2016	arxiv 1611.08135
Question Answering over Freebase via Attentive RNN with Similarity Matrix based CNN	Yingqi Qu, Jie Liu, Liangyi Kang	2018	arxiv 1804.03317
TinyDrive: Multiscale Visual Question Answering with Selective Token Routing for Autonomous Driving	Hossein Hassani, Soodeh Nikan, Abdallah Shami	2025	arxiv 2505.15564
Foundational Question Generation for Video Question Answering via an Embedding-Integrated Approach	Ju-Young Oh	2025	arxiv 2511.17618
Query-Guided Spatial-Temporal-Frequency Interaction for Music Audio-Visual Question Answering	Kun Li, Michael Ying Yang, Sami Sebastian Brandt	2026	arxiv 2601.19821
Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question Answering	Jongha Kim, Byungoh Ko, Jeehye Na	2026	arxiv 2602.06050
AV-Master: Dual-Path Comprehensive Perception Makes Better Audio-Visual Question Answering	Jiayu Zhang, Shuo Ye, Qilang Ye	2025	arxiv 2510.18346
UCSF-PDGM-VQA: Visual Question Answering dataset for brain tumor MRI interpretation	Shiv Ghosh, Junayd Lateef, Chih-Hua Liu	2026	arxiv 2605.17140
SEAL: Self-Evolving Agentic Learning for Conversational Question Answering over Knowledge Graphs	Hao Wang, Jialun Zhong, Changcheng Wang	2025	arxiv 2512.04868
S3Mem: Structured Spatiotemporal Scene-Event Memory for Long-Horizon Interactive Question Answering	Encheng Su, Jianyu Wu, Jinouwen Zhang	2026	arxiv 2605.28831
Confidently Wrong: Detecting Hallucinations in Financial Question Answering from LLM Internal States	Richard Zhe Wang	2026	arxiv 2607.11414
Comparative Study of Domain-adapted VLMs for General Document Visual Question Answering	Miguel Lopez-Duran, Elena Marrero, Julian Fierrez	2026	arxiv 2607.07179
Perception Before Reasoning: Dynamic Latent Reasoning for Video Understanding and Question Answering	Haotian Xia, Zilin Xiao, Junbo Zou	2026	arxiv 2608.04124
UniHEAR: Unified Heterogeneous-Source Attentive Retrieval for Knowledge-Based Visual Question Answering	Ganzhong Luo, Yang Ren, Hanyong Wang	2026	arxiv 2608.01147
Look Twice: Training-Free Evidence Highlighting for Knowledge-based Visual Question Answering	Marco Morini, Sara Sarto, Marcella Cornia	2026	arxiv 2604.01280
Bangla-Bayanno: A 52K-Pair Bengali Visual Question Answering Dataset with LLM-Assisted Translation Refinement	Mohammed Rakibul Hasan, Rafi Majid, Ahanaf Tahmid	2025	arxiv 2508.19887

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