Research

Papers for “question answering”

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

Title	Authors	Year	Source
Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering	Hao Cheng, Hao Fang, Xiaodong Liu	2022	arxiv 2210.05156
Evaluating the Meta- and Object-Level Reasoning of Large Language Models for Question Answering	Nick Ferguson, Liane Guillou, Alan Bundy	2025	arxiv 2502.10338
Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement	Soyeong Jeong, Jinheon Baek, Sung Ju Hwang	2023	arxiv 2302.05137
Towards a question answering assistant for software development using a transformer-based language model	Liliane do Nascimento Vale, Marcelo de Almeida Maia	2021	arxiv 2103.09423
UniPACT: A Multimodal Framework for Prognostic Question Answering on Raw ECG and Structured EHR	Jialu Tang, Tong Xia, Yuan Lu	2026	arxiv 2601.17916
KET-QA: A Dataset for Knowledge Enhanced Table Question Answering	Mengkang Hu, Haoyu Dong, Ping Luo	2024	arxiv 2405.08099
Hierarchical Deep Multi-modal Network for Medical Visual Question Answering	Deepak Gupta, Swati Suman, Asif Ekbal	2020	arxiv 2009.12770
Object-aware Adaptive-Positivity Learning for Audio-Visual Question Answering	Zhangbin Li, Dan Guo, Jinxing Zhou	2023	arxiv 2312.12816
Advancing Vietnamese Visual Question Answering with Transformer and Convolutional Integration	Ngoc Son Nguyen, Van Son Nguyen, Tung Le	2024	arxiv 2407.21229
Cross-modal Knowledge Reasoning for Knowledge-based Visual Question Answering	Jing Yu, Zihao Zhu, Yujing Wang	2020	arxiv 2009.00145
AI-based Question Answering Assistance for Analyzing Natural-language Requirements	Saad Ezzini, Sallam Abualhaija, Chetan Arora	2023	arxiv 2302.04793
Speaker Mining -- FAIR Data on Public Broadcasts for Question Answering	Tim Wittenborg, Omar Imad Remmo, Claudia Frick	2026	arxiv 2606.02905
ODTQA-FoRe: An Open-Domain Tabular Question Answering Dataset for Future Data Forecasting and Reasoning	Zhensheng Wang, Xiaole Liu, Wenmian Yang	2026	arxiv 2606.02433
Visual Question Answering as Reading Comprehension	Hui Li, Peng Wang, Chunhua Shen	2018	arxiv 1811.11903
Invariant Grounding for Video Question Answering	Yicong Li, Xiang Wang, Junbin Xiao	2022	arxiv 2206.02349
Interpretable LLM-based Table Question Answering	Giang Nguyen, Ivan Brugere, Shubham Sharma	2024	arxiv 2412.12386
M2QA: Multi-domain Multilingual Question Answering	Leon Engländer, Hannah Sterz, Clifton Poth	2024	arxiv 2407.01091
Privacy-Aware Document Visual Question Answering	Rubèn Tito, Khanh Nguyen, Marlon Tobaben	2023	arxiv 2312.10108
LogQA: Question Answering in Unstructured Logs	Shaohan Huang, Yi Liu, Carol Fung	2023	arxiv 2303.11715
Change Detection Meets Visual Question Answering	Zhenghang Yuan, Lichao Mou, Zhitong Xiong	2021	arxiv 2112.06343

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