Research

Papers for “question answering”

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

Title	Authors	Year	Source
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering	Jiawei Zhou, Xiaoguang Li, Lifeng Shang	2022	arxiv 2203.06942
From Shallow to Deep: Compositional Reasoning over Graphs for Visual Question Answering	Zihao Zhu	2022	arxiv 2206.12533
XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-based Textual Knowledge Source	Kiet Van Nguyen, Phong Nguyen-Thuan Do, Nhat Duy Nguyen	2022	arxiv 2204.07002
Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances	Yike Wu, Yu Zhao, Shiwan Zhao	2022	arxiv 2209.08529
Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering	Zhengbao Jiang, Jun Araki, Haibo Ding	2022	arxiv 2210.04234
Do LLMs Understand Your Translations? Evaluating Paragraph-level MT with Question Answering	Patrick Fernandes, Sweta Agrawal, Emmanouil Zaranis	2025	arxiv 2504.07583
Q-FSRU: Quantum-Augmented Frequency-Spectral Fusion for Medical Visual Question Answering	Rakesh Thakur, Yusra Tariq	2025	arxiv 2508.12036
A Learn-Then-Reason Model Towards Generalization in Knowledge Base Question Answering	Lingxi Zhang, Jing Zhang, Yanling Wang	2024	arxiv 2406.14763
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection	Yufei Huang, Xu Han, Maosong Sun	2024	arxiv 2408.06333
KG2QA: Knowledge Graph-enhanced Retrieval-augmented Generation for Communication Standards Question Answering	Zhongze Luo, Weixuan Wan, Tianya Zhang	2025	arxiv 2506.07037
Understanding Video Scenes through Text: Insights from Text-based Video Question Answering	Soumya Jahagirdar, Minesh Mathew, Dimosthenis Karatzas	2023	arxiv 2309.01380
A Question Answering Framework for Decontextualizing User-facing Snippets from Scientific Documents	Benjamin Newman, Luca Soldaini, Raymond Fok	2023	arxiv 2305.14772
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM	Jielin Qiu, Andrea Madotto, Zhaojiang Lin	2024	arxiv 2403.04735
MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language	Muhammad Asif Ali, Nawal Daftardar, Mutayyaba Waheed	2024	arxiv 2409.12257
A Multimodal Dense Retrieval Approach for Speech-Based Open-Domain Question Answering	Georgios Sidiropoulos, Evangelos Kanoulas	2024	arxiv 2409.13483
QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs	Minsang Kim, Cheoneum Park, Seungjun Baek	2024	arxiv 2406.14277
Improving TCM Question Answering through Tree-Organized Self-Reflective Retrieval with LLMs	Chang Liu, Ying Chang, Jianmin Li	2025	arxiv 2502.09156
Language Models are Causal Knowledge Extractors for Zero-shot Video Question Answering	Hung-Ting Su, Yulei Niu, Xudong Lin	2023	arxiv 2304.03754
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering	Qianglong Chen, Guohai Xu, Ming Yan	2023	arxiv 2305.08135
Gotta: Generative Few-shot Question Answering by Prompt-based Cloze Data Augmentation	Xiusi Chen, Yu Zhang, Jinliang Deng	2023	arxiv 2306.04101

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