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Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation


Aug 03, 2021
Song Tang, Yan Yang, Zhiyuan Ma, Norman Hendrich, Fanyu Zeng, Shuzhi Sam Ge, Changshui Zhang, Jianwei Zhang


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Enriching Medcial Terminology Knowledge Bases via Pre-trained Language Model and Graph Convolutional Network


Sep 02, 2019
Jiaying Zhang, Zhixing Zhang, Huanhuan Zhang, Zhiyuan Ma, Yangming Zhou, Ping He

* 8 pages, submitted to BIBM 2019 

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Active Learning for Chinese Word Segmentation in Medical Text


Aug 22, 2019
Tingting Cai, Yangming Zhou, Zhiyuan Ma, Hong Zheng, Lingfei Zhang, Ping He, Ju Gao

* 8 pages, 7 figures, submitted to BIBM 2019 

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Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text


Aug 21, 2019
Kui Xue, Yangming Zhou, Zhiyuan Ma, Tong Ruan, Huanhuan Zhang, Ping He

* 8 pages, 2 figures, submitted to BIBM 2019 

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CBOWRA: A Representation Learning Approach for Medication Anomaly Detection


Aug 20, 2019
Liang Zhao, Zhiyuan Ma, Yangming Zhou, Kai Wang, Shengping Liu, Ju Gao

* 8 pages, 6 figures, submitted to BIBM 2019 

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Question Answering based Clinical Text Structuring Using Pre-trained Language Model


Aug 19, 2019
Jiahui Qiu, Yangming Zhou, Zhiyuan Ma, Tong Ruan, Jinlin Liu, Jing Sun


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Estimate the Warfarin Dose by Ensemble of Machine Learning Algorithms


Sep 13, 2018
Zhiyuan Ma, Ping Wang, Zehui Gao, Ruobing Wang, Koroush Khalighi

* other authors do not agree to submit to arxiv 

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