Research

Papers for “question answering”

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

Title	Authors	Year	Source
Learning to Rank Questions for Community Question Answering with Ranking SVM	Minh-Tien Nguyen, Viet-Anh Phan, Truong-Son Nguyen	2016	arxiv 1608.04185
MapQA: A Dataset for Question Answering on Choropleth Maps	Shuaichen Chang, David Palzer, Jialin Li	2022	arxiv 2211.08545
VQA$^2$: Visual Question Answering for Video Quality Assessment	Ziheng Jia, Zicheng Zhang, Jiaying Qian	2024	arxiv 2411.03795
Evaluating and Modeling Attribution for Cross-Lingual Question Answering	Benjamin Muller, John Wieting, Jonathan H. Clark	2023	arxiv 2305.14332
BERT-CoQAC: BERT-based Conversational Question Answering in Context	Munazza Zaib, Dai Hoang Tran, Subhash Sagar	2021	arxiv 2104.11394
LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models	Hang Yang, Hao Chen, Hui Guo	2024	arxiv 2501.05464
FQuAD2.0: French Question Answering and knowing that you know nothing	Quentin Heinrich, Gautier Viaud, Wacim Belblidia	2021	arxiv 2109.13209
Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs	Chao Shang, Guangtao Wang, Peng Qi	2022	arxiv 2203.00255
Uncertainty Estimation of Large Language Models in Medical Question Answering	Jiaxin Wu, Yizhou Yu, Hong-Yu Zhou	2024	arxiv 2407.08662
CABINET: Content Relevance based Noise Reduction for Table Question Answering	Sohan Patnaik, Heril Changwal, Milan Aggarwal	2024	arxiv 2402.01155
IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering	Ruosen Li, Ruochen Li, Barry Wang	2024	arxiv 2408.13545
Towards Spatial Audio Understanding via Question Answering	Parthasaarathy Sudarsanam, Archontis Politis	2025	arxiv 2507.09195
Knowledge Authoring and Question Answering with KALM	Tiantian Gao	2019	arxiv 1905.00840
Open Question Answering over Tables and Text	Wenhu Chen, Ming-Wei Chang, Eva Schlinger	2020	arxiv 2010.10439
MPMQA: Multimodal Question Answering on Product Manuals	Liang Zhang, Anwen Hu, Jing Zhang	2023	arxiv 2304.09660
Question Answering Survey: Directions, Challenges, Datasets, Evaluation Matrices	Hariom A. Pandya, Brijesh S. Bhatt	2021	arxiv 2112.03572
Domain Adaptation for Question Answering via Question Classification	Zhenrui Yue, Huimin Zeng, Ziyi Kou	2022	arxiv 2209.04998
PediatricsMQA: a Multi-modal Pediatrics Question Answering Benchmark	Adil Bahaj, Oumaima Fadi, Mohamed Chetouani	2025	arxiv 2508.16439
Semantic Parsing for Question Answering over Knowledge Graphs	Sijia Wei, Wenwen Zhang, Qisong Li	2023	arxiv 2401.06772
Ontology-based question answering over corporate structured data	Sergey Gorshkov, Constantin Kondratiev, Roman Shebalov	2021	arxiv 2111.04507

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