Research

Papers for “question answering”

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

Title	Authors	Year	Source
Classification Betters Regression in Query-based Multi-document Summarisation Techniques for Question Answering: Macquarie University at BioASQ7b	Diego Molla, Christopher Jones	2019	arxiv 1909.00542
Answer Candidate Type Selection: Text-to-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs	Mikhail Salnikov, Maria Lysyuk, Pavel Braslavski	2023	arxiv 2310.07008
Agentic DAG-Orchestrated Planner Framework for Multi-Modal, Multi-Hop Question Answering in Hybrid Data Lakes	Kirushikesh D B, Manish Kesarwani, Nishtha Madaan	2026	arxiv 2603.14229
FedMatch: Federated Learning Over Heterogeneous Question Answering Data	Jiangui Chen, Ruqing Zhang, Jiafeng Guo	2021	arxiv 2108.05069
Dual-Key Multimodal Backdoors for Visual Question Answering	Matthew Walmer, Karan Sikka, Indranil Sur	2021	arxiv 2112.07668
LLM Robustness Against Misinformation in Biomedical Question Answering	Alexander Bondarenko, Adrian Viehweger	2024	arxiv 2410.21330
The Dangers of trusting Stochastic Parrots: Faithfulness and Trust in Open-domain Conversational Question Answering	Sabrina Chiesurin, Dimitris Dimakopoulos, Marco Antonio Sobrevilla Cabezudo	2023	arxiv 2305.16519
MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages	Akari Asai, Shayne Longpre, Jungo Kasai	2022	arxiv 2207.00758
Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering Tasks	Yuntai Bao, Xuhong Zhang, Tianyu Du	2025	arxiv 2506.00823
Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation	Junru Lu, Xingwei Tan, Gabriele Pergola	2022	arxiv 2210.12902
NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language	Leon Weber, Pasquale Minervini, Jannes Münchmeyer	2019	arxiv 1906.06187
Gendered Pronoun Resolution using BERT and an extractive question answering formulation	Rakesh Chada	2019	arxiv 1906.03695
More Bang for Your Buck: Natural Perturbation for Robust Question Answering	Daniel Khashabi, Tushar Khot, Ashish Sabharwal	2020	arxiv 2004.04849
Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models	Moshiur R. Farazi, Salman H. Khan, Nick Barnes	2020	arxiv 2001.07059
Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs	Yao Zhang, Peiyao Li, Hongru Liang	2021	arxiv 2108.08297
MV-CoRe: Multimodal Visual-Conceptual Reasoning for Complex Visual Question Answering	Jingwei Peng, Jiehao Chen, Mateo Alejandro Rojas	2025	arxiv 2508.07023
TableZoomer: A Collaborative Agent Framework for Large-scale Table Question Answering	Sishi Xiong, Ziyang He, Zhongjiang He	2025	arxiv 2509.01312
DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering	Jianyu Wang, Bing-Kun Bao, Changsheng Xu	2021	arxiv 2107.04768
Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects	Gabriel Grand, Yonatan Belinkov	2019	arxiv 1906.08430
NAPG: Non-Autoregressive Program Generation for Hybrid Tabular-Textual Question Answering	Tengxun Zhang, Hongfei Xu, Josef van Genabith	2022	arxiv 2211.03462

Search results