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Cost-Quality Adaptive Active Learning for Chinese Clinical Named Entity Recognition


Aug 28, 2020
Tingting Cai, Yangming Zhou, Hong Zheng

* 8 pages, 2 figures 

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Variable Population Memetic Search: A Case Study on the Critical Node Problem


Sep 12, 2019
Yangming Zhou, Jin-Kao Hao, Zhang-Hua Fu, Zhe Wang, Xiangjing Lai


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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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PatientEG Dataset: Bringing Event Graph Model with Temporal Relations to Electronic Medical Records


Dec 24, 2018
Xuli Liu, Jihao Jin, Qi Wang, Tong Ruan, Yangming Zhou, Daqi Gao, Yichao Yin


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Fast and Accurate Recognition of Chinese Clinical Named Entities with Residual Dilated Convolutions


Aug 29, 2018
Jiahui Qiu, Qi Wang, Yangming Zhou, Tong Ruan, Ju Gao

* 8 pages, 3 figures 

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Random Forest for Label Ranking


Jun 16, 2018
Yangming Zhou, Guoping Qiu

* 28 pages, 4 figures,accepted to Expert Systems With Applications in June 2018 

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An attention-based Bi-GRU-CapsNet model for hypernymy detection between compound entities


May 18, 2018
Qi Wang, Tong Ruan, Yangming Zhou, Chenming Xu, Daqi Gao, Ping He

* 21 pages, 3 figures. This is an improved version of our paper originally submitted to conference IJCAI-2018 

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Incorporating Dictionaries into Deep Neural Networks for the Chinese Clinical Named Entity Recognition


Apr 13, 2018
Qi Wang, Yuhang Xia, Yangming Zhou, Tong Ruan, Daqi Gao, Ping He

* 21 pages, 6 figures 

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Memetic search for identifying critical nodes in sparse graphs


Oct 07, 2017
Yangming Zhou, Jin-Kao Hao, Fred Glover


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Reinforcement learning based local search for grouping problems: A case study on graph coloring


Apr 01, 2016
Yangming Zhou, Jin-Kao Hao, Béatrice Duval


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