Research

Papers for “question answering”

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

Title	Authors	Year	Source
CuriousLLM: Elevating Multi-Document Question Answering with LLM-Enhanced Knowledge Graph Reasoning	Zukang Yang, Zixuan Zhu, Xuan Zhu	2024	arxiv 2404.09077
Attention-based Aspect Reasoning for Knowledge Base Question Answering on Clinical Notes	Ping Wang, Tian Shi, Khushbu Agarwal	2021	arxiv 2108.00513
Multi-Clue Reasoning with Memory Augmentation for Knowledge-based Visual Question Answering	Chengxiang Yin, Zhengping Che, Kun Wu	2023	arxiv 2312.12723
Show Me What and Where has Changed? Question Answering and Grounding for Remote Sensing Change Detection	Ke Li, Fuyu Dong, Di Wang	2024	arxiv 2410.23828
HypothesisMed: Inference-Time Answer Fusion and Structured Hypothesis-Space Reporting for Biomedical Question Answering	Md Motaleb Hossen Manik, Ge Wang	2026	arxiv 2606.00971
Retrieval Augmented Visual Question Answering with Outside Knowledge	Weizhe Lin, Bill Byrne	2022	arxiv 2210.03809
Explicit Bias Discovery in Visual Question Answering Models	Varun Manjunatha, Nirat Saini, Larry S. Davis	2018	arxiv 1811.07789
Using Context Information to Enhance Simple Question Answering	Lin Li, Mengjing Zhang, Zhaohui Chao	2019	arxiv 1905.01995
ComplexTempQA:A 100m Dataset for Complex Temporal Question Answering	Raphael Gruber, Abdelrahman Abdallah, Michael Färber	2024	arxiv 2406.04866
Medico 2025: Visual Question Answering for Gastrointestinal Imaging	Sushant Gautam, Vajira Thambawita, Michael Riegler	2025	arxiv 2508.10869
Agentic LLMs for Question Answering over Tabular Data	Rishit Tyagi, Mohit Gupta, Rahul Bouri	2025	arxiv 2509.09234
Conversational Question Answering with Reformulations over Knowledge Graph	Lihui Liu, Blaine Hill, Boxin Du	2023	arxiv 2312.17269
Analyzing the Behavior of Visual Question Answering Models	Aishwarya Agrawal, Dhruv Batra, Devi Parikh	2016	arxiv 1606.07356
Leveraging Video Descriptions to Learn Video Question Answering	Kuo-Hao Zeng, Tseng-Hung Chen, Ching-Yao Chuang	2016	arxiv 1611.04021
Supervised and Unsupervised Transfer Learning for Question Answering	Yu-An Chung, Hung-Yi Lee, James Glass	2017	arxiv 1711.05345
Understanding Retrieval Augmentation for Long-Form Question Answering	Hung-Ting Chen, Fangyuan Xu, Shane Arora	2023	arxiv 2310.12150
Extending Embodied Question Answering from Perception to Decision	Xicheng Gong, Qiwei Li, Peiran Xu	2026	arxiv 2605.25813
FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering	Weizhe Lin, Zhilin Wang, Bill Byrne	2023	arxiv 2303.10699
Scholarly Question Answering using Large Language Models in the NFDI4DataScience Gateway	Hamed Babaei Giglou, Tilahun Abedissa Taffa, Rana Abdullah	2024	arxiv 2406.07257
Improving Span-based Question Answering Systems with Coarsely Labeled Data	Hao Cheng, Ming-Wei Chang, Kenton Lee	2018	arxiv 1811.02076

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