Research

Papers for “question answering”

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

Title	Authors	Year	Source
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering	Daniil Sorokin, Iryna Gurevych	2018	arxiv 1808.04126
A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions	Yunshi Lan, Gaole He, Jinhao Jiang	2021	arxiv 2105.11644
BookAsSumQA: An Evaluation Framework for Aspect-Based Book Summarization via Question Answering	Ryuhei Miyazato, Ting-Ruen Wei, Xuyang Wu	2025	arxiv 2511.06183
An Open and Reproducible Deep Research Agent for Long-Form Question Answering	Ikuya Yamada, Wataru Ikeda, Ko Yoshida	2025	arxiv 2512.13059
Learning Question-Aware Keyframe Selection with Synthetic Supervision for Video Question Answering	Minchan Kwon, Hyounguk Shon, Junmo Kim	2026	arxiv 2603.14953
Question Answering for Electronic Health Records: A Scoping Review of datasets and models	Jayetri Bardhan, Kirk Roberts, Daisy Zhe Wang	2023	arxiv 2310.08759
Multi-Agent VQA: Exploring Multi-Agent Foundation Models in Zero-Shot Visual Question Answering	Bowen Jiang, Zhijun Zhuang, Shreyas S. Shivakumar	2024	arxiv 2403.14783
Enhancing Document-Level Question Answering via Multi-Hop Retrieval-Augmented Generation with LLaMA 3	Xinyue Huang, Ziqi Lin, Fang Sun	2025	arxiv 2506.16037
Decoupled Transformer for Scalable Inference in Open-domain Question Answering	Haytham ElFadeel, Stan Peshterliev	2021	arxiv 2108.02765
On the hidden treasure of dialog in video question answering	Deniz Engin, François Schnitzler, Ngoc Q. K. Duong	2021	arxiv 2103.14517
SD-QA: Spoken Dialectal Question Answering for the Real World	Fahim Faisal, Sharlina Keshava, Md Mahfuz ibn Alam	2021	arxiv 2109.12072
Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation	Chen Zhao, Chenyan Xiong, Jordan Boyd-Graber	2021	arxiv 2110.04889
Synthetic Question Value Estimation for Domain Adaptation of Question Answering	Xiang Yue, Ziyu Yao, Huan Sun	2022	arxiv 2203.08926
Efficient and Robust Question Answering from Minimal Context over Documents	Sewon Min, Victor Zhong, Richard Socher	2018	arxiv 1805.08092
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering	Chenyou Fan, Xiaofan Zhang, Shu Zhang	2019	arxiv 1904.04357
Neural Relation Prediction for Simple Question Answering over Knowledge Graph	Amin Abolghasemi, Saeedeh Momtazi	2020	arxiv 2002.07715
Context Modeling with Evidence Filter for Multiple Choice Question Answering	Sicheng Yu, Hao Zhang, Wei Jing	2020	arxiv 2010.02649
ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning	Michael Boratko, Xiang Lorraine Li, Rajarshi Das	2020	arxiv 2005.00771
Embodied Question Answering in Photorealistic Environments with Point Cloud Perception	Erik Wijmans, Samyak Datta, Oleksandr Maksymets	2019	arxiv 1904.03461
Knowledge Editing for Multi-Hop Question Answering Using Semantic Analysis	Dominic Simon, Rickard Ewetz	2025	arxiv 2508.00914

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