Research

Papers for “question answering”

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

Title	Authors	Year	Source
Multimedia-Aware Question Answering: A Review of Retrieval and Cross-Modal Reasoning Architectures	Rahul Raja, Arpita Vats	2025	arxiv 2510.20193
SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering	Tianyu Yang, Yiyang Nan, Lisen Dai	2024	arxiv 2411.04933
Learning Models for Actions and Person-Object Interactions with Transfer to Question Answering	Arun Mallya, Svetlana Lazebnik	2016	arxiv 1604.04808
Text-Guided Coarse-to-Fine Fusion Network for Robust Remote Sensing Visual Question Answering	Zhicheng Zhao, Changfu Zhou, Yu Zhang	2024	arxiv 2411.15770
TCNN: Triple Convolutional Neural Network Models for Retrieval-based Question Answering System in E-commerce	Shuangyong Song, Chao Wang	2020	arxiv 2004.10919
Equivariant and Invariant Grounding for Video Question Answering	Yicong Li, Xiang Wang, Junbin Xiao	2022	arxiv 2207.12783
DARE: Diverse Visual Question Answering with Robustness Evaluation	Hannah Sterz, Jonas Pfeiffer, Ivan Vulić	2024	arxiv 2409.18023
Knowledge Graph Question Answering via SPARQL Silhouette Generation	Sukannya Purkayastha, Saswati Dana, Dinesh Garg	2021	arxiv 2109.09475
GS-QA: A Benchmark for Geospatial Question Answering	Majid Saeedan, Muhammad Shihab Rashid, Ahmed Eldawy	2026	arxiv 2605.22811
Auto-Parsing Network for Image Captioning and Visual Question Answering	Xu Yang, Chongyang Gao, Hanwang Zhang	2021	arxiv 2108.10568
Temporal Pyramid Transformer with Multimodal Interaction for Video Question Answering	Min Peng, Chongyang Wang, Yuan Gao	2021	arxiv 2109.04735
GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning	Jiaqi Chen, Jianheng Tang, Jinghui Qin	2021	arxiv 2105.14517
End-to-End Table Question Answering via Retrieval-Augmented Generation	Feifei Pan, Mustafa Canim, Michael Glass	2022	arxiv 2203.16714
WebCPM: Interactive Web Search for Chinese Long-form Question Answering	Yujia Qin, Zihan Cai, Dian Jin	2023	arxiv 2305.06849
Ask to Understand: Question Generation for Multi-hop Question Answering	Jiawei Li, Mucheng Ren, Yang Gao	2022	arxiv 2203.09073
Adapting Lightweight Vision Language Models for Radiological Visual Question Answering	Aditya Shourya, Michel Dumontier, Chang Sun	2025	arxiv 2506.14451
Admitting Ignorance Helps the Video Question Answering Models to Answer	Haopeng Li, Tom Drummond, Mingming Gong	2025	arxiv 2501.08771
Evaluating Multimodal Large Language Models on Educational Textbook Question Answering	Hessa A. Alawwad, Anas Zafar, Areej Alhothali	2025	arxiv 2506.21596
MUST-RAG: MUSical Text Question Answering with Retrieval Augmented Generation	Daeyong Kwon, SeungHeon Doh, Juhan Nam	2025	arxiv 2507.23334
3D-MoRe: Unified Modal-Contextual Reasoning for Embodied Question Answering	Rongtao Xu, Han Gao, Mingming Yu	2025	arxiv 2507.12026

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