Research

Papers for “question answering”

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

Title	Authors	Year	Source
Robust Training for Conversational Question Answering Models with Reinforced Reformulation Generation	Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum	2023	arxiv 2310.13505
Design as Desired: Utilizing Visual Question Answering for Multimodal Pre-training	Tongkun Su, Jun Li, Xi Zhang	2024	arxiv 2404.00226
Visual question answering based evaluation metrics for text-to-image generation	Mizuki Miyamoto, Ryugo Morita, Jinjia Zhou	2024	arxiv 2411.10183
MCTS-KBQA: Monte Carlo Tree Search for Knowledge Base Question Answering	Guanming Xiong, Haochen Li, Wen Zhao	2025	arxiv 2502.13428
ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering	Ahmed Masry, Mohammed Saidul Islam, Mahir Ahmed	2025	arxiv 2504.05506
DEXTER: A Benchmark for open-domain Complex Question Answering using LLMs	Venktesh V. Deepali Prabhu, Avishek Anand	2024	arxiv 2406.17158
BigText-QA: Question Answering over a Large-Scale Hybrid Knowledge Graph	Jingjing Xu, Maria Biryukov, Martin Theobald	2022	arxiv 2212.05798
Source-Free Domain Adaptation for Question Answering with Masked Self-training	M. Yin, B. Wang, Y. Dong	2022	arxiv 2212.09563
Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering	Yifan Lu, Yigeng Zhou, Jing Li	2024	arxiv 2412.13782
Hybrid Graphs for Table-and-Text based Question Answering using LLMs	Ankush Agarwal, Ganesh S, Chaitanya Devaguptapu	2025	arxiv 2501.17767
FaultGPT: Industrial Fault Diagnosis Question Answering System by Vision Language Models	Jiao Chen, Ruyi Huang, Zuohong Lv	2025	arxiv 2502.15481
Overcoming Language Priors with Self-supervised Learning for Visual Question Answering	Xi Zhu, Zhendong Mao, Chunxiao Liu	2020	arxiv 2012.11528
Visual Question Answering based on Local-Scene-Aware Referring Expression Generation	Jung-Jun Kim, Dong-Gyu Lee, Jialin Wu	2021	arxiv 2101.08978
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering	Fengbin Zhu, Wenqiang Lei, Chao Wang	2021	arxiv 2101.00774
RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering	Victor Zhong, Weijia Shi, Wen-tau Yih	2022	arxiv 2210.14353
Integrating UMLS Knowledge into Large Language Models for Medical Question Answering	Rui Yang, Edison Marrese-Taylor, Yuhe Ke	2023	arxiv 2310.02778
Q-FSRU: Quantum-Augmented Frequency-Spectral For Medical Visual Question Answering	Rakesh Thakur, Yusra Tariq, Rakesh Chandra Joshi	2025	arxiv 2509.23899
Accurate and Regret-aware Numerical Problem Solver for Tabular Question Answering	Yuxiang Wang, Jianzhong Qi, Junhao Gan	2024	arxiv 2410.12846
Enabling Collaborative Parametric Knowledge Calibration for Retrieval-Augmented Vision Question Answering	Jiaqi Deng, Kaize Shi, Zonghan Wu	2025	arxiv 2504.04065
BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering	Costas Mavromatis, Soji Adeshina, Vassilis N. Ioannidis	2025	arxiv 2507.04127

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