Research

Papers for “question answering”

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

Title	Authors	Year	Source
gTBLS: Generating Tables from Text by Conditional Question Answering	Anirudh Sundar, Christopher Richardson, Larry Heck	2024	arxiv 2403.14457
Parameter-Efficient Abstractive Question Answering over Tables or Text	Vaishali Pal, Evangelos Kanoulas, Maarten de Rijke	2022	arxiv 2204.03357
Neon: News Entity-Interaction Extraction for Enhanced Question Answering	Sneha Singhania, Silviu Cucerzan, Allen Herring	2024	arxiv 2411.12449
EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering	Sheng Zhou, Junbin Xiao, Qingyun Li	2025	arxiv 2502.07411
Hierarchical Conditional Relation Networks for Multimodal Video Question Answering	Thao Minh Le, Vuong Le, Svetha Venkatesh	2020	arxiv 2010.10019
Commonsense Properties from Query Logs and Question Answering Forums	Julien Romero, Simon Razniewski, Koninika Pal	2019	arxiv 1905.10989
Improving Factual Consistency of Abstractive Summarization via Question Answering	Feng Nan, Cicero Nogueira dos Santos, Henghui Zhu	2021	arxiv 2105.04623
UnitedQA: A Hybrid Approach for Open Domain Question Answering	Hao Cheng, Yelong Shen, Xiaodong Liu	2021	arxiv 2101.00178
Open Domain Question Answering over Tables via Dense Retrieval	Jonathan Herzig, Thomas Müller, Syrine Krichene	2021	arxiv 2103.12011
Visual Question Answering (VQA) on Images with Superimposed Text	Venkat Kodali, Daniel Berleant	2023	arxiv 2307.02489
Question Answering via Integer Programming over Semi-Structured Knowledge	Daniel Khashabi, Tushar Khot, Ashish Sabharwal	2016	arxiv 1604.06076
A Focused Dynamic Attention Model for Visual Question Answering	Ilija Ilievski, Shuicheng Yan, Jiashi Feng	2016	arxiv 1604.01485
RECODE: Reasoning Through Code Generation for Visual Question Answering	Junhong Shen, Mu Cai, Bo Hu	2025	arxiv 2510.13756
Atomic Consistency Preference Optimization for Long-Form Question Answering	Jingfeng Chen, Raghuveer Thirukovalluru, Junlin Wang	2025	arxiv 2505.09039
ProMQA: Question Answering Dataset for Multimodal Procedural Activity Understanding	Kimihiro Hasegawa, Wiradee Imrattanatrai, Zhi-Qi Cheng	2024	arxiv 2410.22211
The ReQAP System for Question Answering over Personal Information	Philipp Christmann, Gerhard Weikum	2025	arxiv 2508.06880
Metadata-Driven Retrieval-Augmented Generation for Financial Question Answering	Michail Dadopoulos, Anestis Ladas, Stratos Moschidis	2025	arxiv 2510.24402
pdfQA: Diverse, Challenging, and Realistic Question Answering over PDFs	Tobias Schimanski, Imene Kolli, Yu Fan	2026	arxiv 2601.02285
Neuro Symbolic Knowledge Reasoning for Procedural Video Question Answering	Basura Fernando, Thanh-Son Nguyen, Hong Yang	2025	arxiv 2503.14957
Location-Aware Pretraining for Medical Difference Visual Question Answering	Denis Musinguzi, Caren Han, Prasenjit Mitra	2026	arxiv 2603.04950

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