Research

Papers for “question answering”

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

Title	Authors	Year	Source
Contrastive Domain Adaptation for Question Answering using Limited Text Corpora	Zhenrui Yue, Bernhard Kratzwald, Stefan Feuerriegel	2021	arxiv 2108.13854
Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking	Dirk Väth, Pascal Tilli, Ngoc Thang Vu	2021	arxiv 2110.05159
A Question-Focused Multi-Factor Attention Network for Question Answering	Souvik Kundu, Hwee Tou Ng	2018	arxiv 1801.08290
3D-Aware Visual Question Answering about Parts, Poses and Occlusions	Xingrui Wang, Wufei Ma, Zhuowan Li	2023	arxiv 2310.17914
Context-VQA: Towards Context-Aware and Purposeful Visual Question Answering	Nandita Naik, Christopher Potts, Elisa Kreiss	2023	arxiv 2307.15745
Visual Question Answering in Ophthalmology: A Progressive and Practical Perspective	Xiaolan Chen, Ruoyu Chen, Pusheng Xu	2024	arxiv 2410.16662
Enhanced vectors for top-k document retrieval in Question Answering	Mohammed Hammad	2022	arxiv 2210.10584
The Social World of Content Abusers in Community Question Answering	Imrul Kayes, Nicolas Kourtellis, Daniele Quercia	2015	arxiv 1507.04314
AURA Score: A Metric For Holistic Audio Question Answering Evaluation	Satvik Dixit, Soham Deshmukh, Bhiksha Raj	2025	arxiv 2510.04934
Tradeoffs in Sentence Selection Techniques for Open-Domain Question Answering	Shih-Ting Lin, Greg Durrett	2020	arxiv 2009.09120
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering	Md Mohaiminul Islam, Tushar Nagarajan, Huiyu Wang	2025	arxiv 2503.09590
P2S: Probabilistic Process Supervision for General-Domain Reasoning Question Answering	Wenlin Zhong, Chengyuan Liu, Yiquan Wu	2026	arxiv 2601.20649
Spatial Audio Question Answering and Reasoning on Dynamic Source Movements	Arvind Krishna Sridhar, Yinyi Guo, Erik Visser	2026	arxiv 2602.16334
MDER-DR: Multi-Hop Question Answering with Entity-Centric Summaries	Riccardo Campi, Nicolò Oreste Pinciroli Vago, Mathyas Giudici	2026	arxiv 2603.11223
Research on Vision-Language Question Answering Models for Industrial Robots	Ping Li, Bartlomiej Brzozka	2026	arxiv 2605.01483
Multilingual Medical Reasoning for Question Answering with Large Language Models	Pietro Ferrazzi, Aitor Soroa, Rodrigo Agerri	2025	arxiv 2512.05658
WEQA: Wearable hEalth Question Answering with Query-Adaptive Agentic Reasoning	Yuwei Zhang, Tong Xia, Bianca Emmerich	2026	arxiv 2606.18147
DisasterVQA: A Visual Question Answering Benchmark Dataset for Disaster Scenes	Aisha Al-Mohannadi, Ayisha Firoz, Yin Yang	2026	arxiv 2601.13839
Compositional Consistency-Guided Decoding for Three-Way Logical Question Answering	Tianyi Huang, Ming Hou, Jiaheng Su	2026	arxiv 2604.06196
GraphWalker: Agentic Knowledge Graph Question Answering via Synthetic Trajectory Curriculum	Shuwen Xu, Yao Xu, Jiaxiang Liu	2026	arxiv 2603.28533

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