Research

Papers for “question answering”

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

Title	Authors	Year	Source
Enhancing Scientific Visual Question Answering through Multimodal Reasoning and Ensemble Modeling	Prahitha Movva, Naga Harshita Marupaka	2025	arxiv 2507.06183
Combining Data Generation and Active Learning for Low-Resource Question Answering	Maximilian Kimmich, Andrea Bartezzaghi, Jasmina Bogojeska	2022	arxiv 2211.14880
Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Question Answering	Junyeong Kim, Minuk Ma, Kyungsu Kim	2019	arxiv 1905.13540
UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models	Zhuoyang Li, Liran Deng, Hui Liu	2024	arxiv 2406.02110
Applying Multilingual Models to Question Answering (QA)	Ayrton San Joaquin, Filip Skubacz	2022	arxiv 2212.01933
An Empirical Evaluation of Visual Question Answering for Novel Objects	Santhosh K. Ramakrishnan, Ambar Pal, Gaurav Sharma	2017	arxiv 1704.02516
STAIR: Spatial-Temporal Reasoning with Auditable Intermediate Results for Video Question Answering	Yueqian Wang, Yuxuan Wang, Kai Chen	2024	arxiv 2401.03901
ELI5: Long Form Question Answering	Angela Fan, Yacine Jernite, Ethan Perez	2019	arxiv 1907.09190
A Question Answering System Using Graph-Pattern Association Rules (QAGPAR) On YAGO Knowledge Base	Wahyudi, Masayu Leylia Khodra, Ary Setijadi Prihatmanto	2019	arxiv 1902.00624
A Question Answering Dataset for Temporal-Sensitive Retrieval-Augmented Generation	Ziyang Chen, Erxue Min, Xiang Zhao	2025	arxiv 2508.12282
KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering	Yushi Sun, Kai Sun, Yifan Ethan Xu	2025	arxiv 2509.04716
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering	Arij Riabi, Thomas Scialom, Rachel Keraron	2020	arxiv 2010.12643
Multi-Domain Audio Question Answering Benchmark Toward Acoustic Content Reasoning	Chao-Han Huck Yang, Sreyan Ghosh, Qing Wang	2025	arxiv 2505.07365
Simple Question Answering with Subgraph Ranking and Joint-Scoring	Wenbo Zhao, Tagyoung Chung, Anuj Goyal	2019	arxiv 1904.04049
Automated question generation and question answering from Turkish texts	Fatih Cagatay Akyon, Devrim Cavusoglu, Cemil Cengiz	2021	arxiv 2111.06476
Question rewriting? Assessing its importance for conversational question answering	Gonçalo Raposo, Rui Ribeiro, Bruno Martins	2022	arxiv 2201.09146
Grounded Graph Decoding Improves Compositional Generalization in Question Answering	Yu Gai, Paras Jain, Wendi Zhang	2021	arxiv 2111.03642
Proposing Plausible Answers for Open-ended Visual Question Answering	Omid Bakhshandeh, Trung Bui, Zhe Lin	2016	arxiv 1610.06620
Efficient Medical Question Answering with Knowledge-Augmented Question Generation	Julien Khlaut, Corentin Dancette, Elodie Ferreres	2024	arxiv 2405.14654
Transferability of Natural Language Inference to Biomedical Question Answering	Minbyul Jeong, Mujeen Sung, Gangwoo Kim	2020	arxiv 2007.00217

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