Pre-trained language model augmented adversarial training network for Chinese clinical event detection

Pre-trained language model augmented adversarial training network for Chinese clinical event detection

Clinical event detection (CED) is a hot topic and essential task in medical artificial intelligence, which has attracted the attention from academia and industry over the recent years. However, most studies focus on English clinical narratives. Owing to the limitation of annotated Chinese medical co...

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Bibliographic Details
Main Authors: Zhichang Zhang, Minyu Zhang, Tong Zhou, Yanlong Qiu
Format: Article
Language:English
Published: AIMS Press 2020-03-01
Series:Mathematical Biosciences and Engineering
Subjects:
medical artificial intelligence
chinese clinical narratives
chinese clinical event detection
semantic understanding
class imbalance problem
transfer learning
pre-trained language model
adversarial training network
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2020157?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2020157?viewType=HTML

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