Research

Papers for “question answering”

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

Title	Authors	Year	Source
Towards Probabilistic Question Answering Over Tabular Data	Chen Shen, Sajjadur Rahman, Estevam Hruschka	2025	arxiv 2506.20747
Question Answering Against Very-Large Text Collections	Leon Derczynski, Richard Shaw, Ben Solway	2013	arxiv 1304.7157
Hallucination Benchmark in Medical Visual Question Answering	Jinge Wu, Yunsoo Kim, Honghan Wu	2024	arxiv 2401.05827
Comprehension Based Question Answering using Bloom's Taxonomy	Pritish Sahu, Michael Cogswell, Sara Rutherford-Quach	2021	arxiv 2106.04653
Evaluating Theory of Mind in Question Answering	Aida Nematzadeh, Kaylee Burns, Erin Grant	2018	arxiv 1808.09352
BoundingDocs: a Unified Dataset for Document Question Answering with Spatial Annotations	Simone Giovannini, Fabio Coppini, Andrea Gemelli	2025	arxiv 2501.03403
Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering	Huiyao Chen, Yi Yang, Yinghui Li	2025	arxiv 2506.06313
Using contradictions improves question answering systems	Étienne Fortier-Dubois, Domenic Rosati	2022	arxiv 2211.05598
Chart Question Answering from Real-World Analytical Narratives	Maeve Hutchinson, Radu Jianu, Aidan Slingsby	2025	arxiv 2507.01627
Confidence-based Event-centric Online Video Question Answering on a Newly Constructed ATBS Dataset	Weikai Kong, Shuhong Ye, Chenglin Yao	2023	arxiv 2303.03105
Visual Question Answering based on Formal Logic	Muralikrishnna G. Sethuraman, Ali Payani, Faramarz Fekri	2021	arxiv 2111.04785
HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa Language	Shantipriya Parida, Idris Abdulmumin, Shamsuddeen Hassan Muhammad	2023	arxiv 2305.17690
Miko Team: Deep Learning Approach for Legal Question Answering in ALQAC 2022	Hieu Nguyen Van, Dat Nguyen, Phuong Minh Nguyen	2022	arxiv 2211.02200
Generative Relation Linking for Question Answering over Knowledge Bases	Gaetano Rossiello, Nandana Mihindukulasooriya, Ibrahim Abdelaziz	2021	arxiv 2108.07337
Ditch the Gold Standard: Re-evaluating Conversational Question Answering	Huihan Li, Tianyu Gao, Manan Goenka	2021	arxiv 2112.08812
Question Answering via Web Extracted Tables and Pipelined Models	Bhavya Karki, Fan Hu, Nithin Haridas	2019	arxiv 1903.07113
Question Answering over Knowledge Graphs via Structural Query Patterns	Weiguo Zheng, Mei Zhang	2019	arxiv 1910.09760
Denoising Table-Text Retrieval for Open-Domain Question Answering	Deokhyung Kang, Baikjin Jung, Yunsu Kim	2024	arxiv 2403.17611
Self-supervised Dialogue Learning for Spoken Conversational Question Answering	Nuo Chen, Chenyu You, Yuexian Zou	2021	arxiv 2106.02182
FinTextQA: A Dataset for Long-form Financial Question Answering	Jian Chen, Peilin Zhou, Yining Hua	2024	arxiv 2405.09980

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