Research

Papers for “question answering”

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

Title	Authors	Year	Source
Whatcha lookin' at? DeepLIFTing BERT's Attention in Question Answering	Ekaterina Arkhangelskaia, Sourav Dutta (1) __INSTITUTION_2__ Saarland University)	2019	arxiv 1910.06431
Visual Question Answering Using Semantic Information from Image Descriptions	Tasmia Tasrin, Md Sultan Al Nahian, Brent Harrison	2020	arxiv 2004.10966
Simulating Bandit Learning from User Feedback for Extractive Question Answering	Ge Gao, Eunsol Choi, Yoav Artzi	2022	arxiv 2203.10079
YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering	Jennifer D'Souza, Hamed Babaei Giglou, Quentin Münch	2025	arxiv 2505.14279
MedThink: Explaining Medical Visual Question Answering via Multimodal Decision-Making Rationale	Xiaotang Gai, Chenyi Zhou, Jiaxiang Liu	2024	arxiv 2404.12372
Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering	Zhentao Xu, Mark Jerome Cruz, Matthew Guevara	2024	arxiv 2404.17723
Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!	Dean Allemang, Juan Sequeda	2024	arxiv 2405.11706
Learning to Compress Contexts for Efficient Knowledge-based Visual Question Answering	Weixi Weng, Jieming Zhu, Xiaojun Meng	2024	arxiv 2409.07331
Ask Your Neurons: A Deep Learning Approach to Visual Question Answering	Mateusz Malinowski, Marcus Rohrbach, Mario Fritz	2016	arxiv 1605.02697
Implications of Deep Circuits in Improving Quality of Quantum Question Answering	Pragya Katyayan, Nisheeth Joshi	2023	arxiv 2305.07374
Controlling Risk of Web Question Answering	Lixin Su, Jiafeng Guo, Yixing Fan	2019	arxiv 1905.10077
Unsupervised Question Answering via Answer Diversifying	Yuxiang Nie, Heyan Huang, Zewen Chi	2022	arxiv 2208.10813
Question Answering Over Temporal Knowledge Graphs	Apoorv Saxena, Soumen Chakrabarti, Partha Talukdar	2021	arxiv 2106.01515
ANNA: Enhanced Language Representation for Question Answering	Changwook Jun, Hansol Jang, Myoseop Sim	2022	arxiv 2203.14507
Logical Implications for Visual Question Answering Consistency	Sergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman	2023	arxiv 2303.09427
SemEval-2016 Task 3: Community Question Answering	Preslav Nakov, Lluís Màrquez, Alessandro Moschitti	2019	arxiv 1912.01972
Scene Graph Reasoning for Visual Question Answering	Marcel Hildebrandt, Hang Li, Rajat Koner	2020	arxiv 2007.01072
Unsupervised Pre-training for Biomedical Question Answering	Vaishnavi Kommaraju, Karthick Gunasekaran, Kun Li	2020	arxiv 2009.12952
Neural Modular Control for Embodied Question Answering	Abhishek Das, Georgia Gkioxari, Stefan Lee	2018	arxiv 1810.11181
Open Domain Question Answering Using Web Tables	Kaushik Chakrabarti, Zhimin Chen, Siamak Shakeri	2020	arxiv 2001.03272

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