Research

Papers for “question answering”

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

Title	Authors	Year	Source
Iterative Multimodal Retrieval-Augmented Generation for Medical Question Answering	Xupeng Chen, Binbin Shi, Chenqian Le	2026	arxiv 2604.27724
Benchmarking Real-Time Question Answering via Executable Code Workflows	Wenjie Zhou, Yuan Gao, Xin Zhou	2026	arxiv 2604.16349
Improving Attributed Long-form Question Answering with Intent Awareness	Xinran Zhao, Aakanksha Naik, Jay DeYoung	2026	arxiv 2603.27435
Wasserstein Equilibrium Decoding for Reliable Medical Visual Question Answering	Luca Hagen, Johanna P. Müller, Weitong Zhang	2026	arxiv 2605.18313
QA4PRF: A Question Answering based Framework for Pseudo Relevance Feedback	Handong Ma, Jiawei Hou, Chenxu Zhu	2021	arxiv 2111.08229
Reasoning Chain Based Adversarial Attack for Multi-hop Question Answering	Jiayu Ding, Siyuan Wang, Qin Chen	2021	arxiv 2112.09658
A Dataset for Medical Instructional Video Classification and Question Answering	Deepak Gupta, Kush Attal, Dina Demner-Fushman	2022	arxiv 2201.12888
Visual Question Answering From Another Perspective: CLEVR Mental Rotation Tests	Christopher Beckham, Martin Weiss, Florian Golemo	2022	arxiv 2212.01639
AMUSE: Multilingual Semantic Parsing for Question Answering over Linked Data	Sherzod Hakimov, Soufian Jebbara, Philipp Cimiano	2018	arxiv 1802.09296
Incorporating External Knowledge into Machine Reading for Generative Question Answering	Bin Bi, Chen Wu, Ming Yan	2019	arxiv 1909.02745
Memory Augmented Sequential Paragraph Retrieval for Multi-hop Question Answering	Nan Shao, Yiming Cui, Ting Liu	2021	arxiv 2102.03741
Fusion of Detected Objects in Text for Visual Question Answering	Chris Alberti, Jeffrey Ling, Michael Collins	2019	arxiv 1908.05054
Task Transfer and Domain Adaptation for Zero-Shot Question Answering	Xiang Pan, Alex Sheng, David Shimshoni	2022	arxiv 2206.06705
Text to Query Plans for Question Answering on Large Tables	Yipeng Zhang, Chen Wang, Yuzhe Zhang	2025	arxiv 2508.18758
Intent Aware Context Retrieval for Multi-Turn Agricultural Question Answering	Abhay Vijayvargia, Ajay Nagpal, Kundeshwar Pundalik	2025	arxiv 2508.03719
Privacy-protected Retrieval-Augmented Generation for Knowledge Graph Question Answering	Yunfeng Ning, Mayi Xu, Jintao Wen	2025	arxiv 2508.08785
A Multi-Source Retrieval Question Answering Framework Based on RAG	Ridong Wu, Shuhong Chen, Xiangbiao Su	2024	arxiv 2405.19207
R2-D2: A Modular Baseline for Open-Domain Question Answering	Martin Fajcik, Martin Docekal, Karel Ondrej	2021	arxiv 2109.03502
Q-Heart: ECG Question Answering via Knowledge-Informed Multimodal LLMs	Hung Manh Pham, Jialu Tang, Aaqib Saeed	2025	arxiv 2505.06296
A Survey of Question Answering for Math and Science Problem	Arindam Bhattacharya	2017	arxiv 1705.04530

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