Research

Papers for “question answering”

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

Title	Authors	Year	Source
Mixture of Experts for Biomedical Question Answering	Damai Dai, Wenbin Jiang, Jiyuan Zhang	2022	arxiv 2204.07469
Video Question Answering with Iterative Video-Text Co-Tokenization	AJ Piergiovanni, Kairo Morton, Weicheng Kuo	2022	arxiv 2208.00934
What Question Answering can Learn from Trivia Nerds	Jordan Boyd-Graber, Benjamin Börschinger	2019	arxiv 1910.14464
Template-Based Question Answering over Linked Geospatial Data	Dharmen Punjani, Markos Iliakis, Theodoros Stefou	2020	arxiv 2007.07060
Domain-specific Question Answering with Hybrid Search	Dewang Sultania, Zhaoyu Lu, Twisha Naik	2024	arxiv 2412.03736
Training Question Answering Models From Synthetic Data	Raul Puri, Ryan Spring, Mostofa Patwary	2020	arxiv 2002.09599
Unifying Question Answering, Text Classification, and Regression via Span Extraction	Nitish Shirish Keskar, Bryan McCann, Caiming Xiong	2019	arxiv 1904.09286
Supervised Transfer Learning for Product Information Question Answering	Tuan Manh Lai, Trung Bui, Nedim Lipka	2019	arxiv 1901.02539
Syntax-informed Question Answering with Heterogeneous Graph Transformer	Fangyi Zhu, Lok You Tan, See-Kiong Ng	2022	arxiv 2204.09655
Zero-Shot Video Question Answering with Procedural Programs	Rohan Choudhury, Koichiro Niinuma, Kris M. Kitani	2023	arxiv 2312.00937
ArabicaQA: A Comprehensive Dataset for Arabic Question Answering	Abdelrahman Abdallah, Mahmoud Kasem, Mahmoud Abdalla	2024	arxiv 2403.17848
Few-Shot Question Answering by Pretraining Span Selection	Ori Ram, Yuval Kirstain, Jonathan Berant	2021	arxiv 2101.00438
Unsupervised Question Answering for Fact-Checking	Mayank Jobanputra	2019	arxiv 1910.07154
MaXM: Towards Multilingual Visual Question Answering	Soravit Changpinyo, Linting Xue, Michal Yarom	2022	arxiv 2209.05401
Towards Fine-Grained Video Question Answering	Wei Dai, Alan Luo, Zane Durante	2025	arxiv 2503.06820
Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems	Jialiang Xu, Mengyu Zhou, Xinyi He	2022	arxiv 2211.07455
EfficientRAG: Efficient Retriever for Multi-Hop Question Answering	Ziyuan Zhuang, Zhiyang Zhang, Sitao Cheng	2024	arxiv 2408.04259
CodeQA: A Question Answering Dataset for Source Code Comprehension	Chenxiao Liu, Xiaojun Wan	2021	arxiv 2109.08365
Textually Enriched Neural Module Networks for Visual Question Answering	Khyathi Raghavi Chandu, Mary Arpita Pyreddy, Matthieu Felix	2018	arxiv 1809.08697
Question Answering over Knowledge Base using Language Model Embeddings	Sai Sharath Japa, Rekabdar Banafsheh	2020	arxiv 2010.08883

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