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From Superficial to Deep: Language Bias driven Curriculum Learning for Visual Question Answering2021 ACM International Conference on Multimedia (ACM MM) conference-paper Computer Science Multimodal Machine Learning Applications
Mingrui Lao, Yanming Guo, Yu Liu, Wei Chen, Nan Pu, Michael S. Lew
22citations -
COCA: COllaborative CAusal Regularization for Audio-Visual Question Answering2023 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Multimodal Machine Learning Applications Open access
Mingrui Lao, Nan Pu, Yu Liu, Kai He, Erwin M. Bakker, Michael S. Lew
22citations -
Exploring the Potential of Retrieval Augmented Generation for Question Answering in Radiology: Initial Findings and Future Directions2025 Studies in health technology and informatics book-chapter Medicine Artificial Intelligence in Healthcare and Education Open access
Yongli Mou, Robert Malte Siepmann, D. Truhn, Sulayman K. Sowe, Stefan Decker
0citations -
Multi-Domain Lifelong Visual Question Answering via Self-Critical Distillation2023 ACM International Conference on Multimedia (ACM MM) conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access
Mingrui Lao, Nan Pu, Yu Liu, Zhun Zhong, Erwin M. Bakker, Nicu Sebe, +1 more
5citations -
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering2024 Annual Meeting of the Association for Computational Linguistics (ACL) conference-paper Computer Science Topic Modeling Open access
Zhengliang Shi, Shuo Zhang, Shen Gao, Pengjie Ren, Zhumin Chen, Zhaochun Ren
31citations -
Retrieval-augmented reasoning reshapes collective reliability in text-based radiology question answering - Data and code availability2026 Zenodo (CERN European Organization for Nuclear Research) other Medicine Artificial Intelligence in Healthcare and Education Open access
Mina Farajiamiri, Jeta Sopa, Saba Afza, Lisa C. Adams, Felix Barajas Ordonez, Tri-Thien Nguyen, +6 more
0citations -
LongHealth: A Question Answering Benchmark with Long Clinical Documents2025 Journal of Healthcare Informatics Research article Medicine Artificial Intelligence in Healthcare and Education Open access
Lisa C. Adams, Felix Busch, Tianyu Han, Jean-Baptiste Excoffier, Matthieu Ortala, Alexander Löser, +4 more
10citations -
LongHealth: A Question Answering Benchmark with Long Clinical Documents2024 arXiv (Cornell University) preprint Medicine Artificial Intelligence in Healthcare and Education Open access
Lisa C. Adams, Felix Busch, Tianyu Han, Jean-Baptiste Excoffier, Matthieu Ortala, Alexander Löser, +4 more
2citations -
Multi-step retrieval and reasoning improves radiology question answering with large language models2025 npj Digital Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access
Sebastian Wind, Jeta Sopa, Daniel Truhn, Mahshad Lotfinia, Tri-Thien Nguyen, Keno K. Bressem, +6 more
18citations -
Agentic retrieval-augmented reasoning reshapes collective reliability under model variability in radiology question answering2026 arXiv (Cornell University) preprint Medicine Artificial Intelligence in Healthcare and Education Open access
Mina Farajiamiri, Jeta Sopa, Saba Afza, Lisa Adams, Felix Barajas Ordonez, Tri-Thien Nguyen, +6 more
0citations