Research

Papers for “question answering”

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

Title	Authors	Year	Source
SecQA: A Concise Question-Answering Dataset for Evaluating Large Language Models in Computer Security	Zefang Liu	2023	arxiv 2312.15838
Experimenting with Legal AI Solutions: The Case of Question-Answering for Access to Justice	Jonathan Li, Rohan Bhambhoria, Samuel Dahan	2024	arxiv 2409.07713
EconLogicQA: A Question-Answering Benchmark for Evaluating Large Language Models in Economic Sequential Reasoning	Yinzhu Quan, Zefang Liu	2024	arxiv 2405.07938
Enhanced Question-Answering for Skill-based learning using Knowledge-based AI and Generative AI	Rahul K. Dass, Rochan H. Madhusudhana, Erin C. Deye	2025	arxiv 2504.07463
End-to-End Navigation with Vision Language Models: Transforming Spatial Reasoning into Question-Answering	Dylan Goetting, Himanshu Gaurav Singh, Antonio Loquercio	2024	arxiv 2411.05755
Tackling Data Bias in MUSIC-AVQA: Crafting a Balanced Dataset for Unbiased Question-Answering	Xiulong Liu, Zhikang Dong, Peng Zhang	2023	arxiv 2310.06238
Single and Multi-Hop Question-Answering Datasets for Reticular Chemistry with GPT-4-Turbo	Nakul Rampal, Kaiyu Wang, Matthew Burigana	2024	arxiv 2405.02128
Just Ask: Learning to Answer Questions from Millions of Narrated Videos	Antoine Yang, Antoine Miech, Josef Sivic	2020	arxiv 2012.00451
Ensemble ALBERT on SQuAD 2.0	Shilun Li, Renee Li, Veronica Peng	2021	arxiv 2110.09665
A Generate-Validate Approach to Answering Questions about Qualitative Relationships	Arindam Mitra, Chitta Baral, Aurgho Bhattacharjee	2019	arxiv 1908.03645
Unsupervised Domain Adaptation of Contextual Embeddings for Low-Resource Duplicate Question Detection	Alexandre Rochette, Yadollah Yaghoobzadeh, Timothy J. Hazen	2019	arxiv 1911.02645
TAB-VCR: Tags and Attributes based Visual Commonsense Reasoning Baselines	Jingxiang Lin, Unnat Jain, Alexander G. Schwing	2019	arxiv 1910.14671
A Novel Attention-based Aggregation Function to Combine Vision and Language	Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi	2020	arxiv 2004.13073
A Hybrid Approach Towards Two Stage Bengali Question Classification Utilizing Smart Data Balancing Technique	Md. Hasibur Rahman, Chowdhury Rafeed Rahman, Ruhul Amin	2019	arxiv 1912.00127
OmniNet: A unified architecture for multi-modal multi-task learning	Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain	2019	arxiv 1907.07804
PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation	Bin Bi, Chenliang Li, Chen Wu	2020	arxiv 2004.07159
Neural Passage Retrieval with Improved Negative Contrast	Jing Lu, Gustavo Hernandez Abrego, Ji Ma	2020	arxiv 2010.12523
Reasoning Over History: Context Aware Visual Dialog	Muhammad A. Shah, Shikib Mehri, Tejas Srinivasan	2020	arxiv 2011.00669
CapWAP: Captioning with a Purpose	Adam Fisch, Kenton Lee, Ming-Wei Chang	2020	arxiv 2011.04264
Unified Vision-Language Pre-Training for Image Captioning and VQA	Luowei Zhou, Hamid Palangi, Lei Zhang	2019	arxiv 1909.11059

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