14 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
3 papers · 1 filter
Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text
Kui Xue, Yangming Zhou, Zhiyuan Ma +3
Entity and relation extraction is the necessary step in structuring medical text. However, the feature extraction ability of the bidirectional long short term memory network in the…
An attention-based Bi-GRU-CapsNet model for hypernymy detection between compound entities
Qi Wang, Chenming Xu, Yangming Zhou +3
Named entities are usually composable and extensible. Typical examples are names of symptoms and diseases in medical areas. To distinguish these entities from general entities, we…
Incorporating Dictionaries into Deep Neural Networks for the Chinese Clinical Named Entity Recognition
Qi Wang, Yuhang Xia, Yangming Zhou +3
Clinical Named Entity Recognition (CNER) aims to identify and classify clinical terms such as diseases, symptoms, treatments, exams, and body parts in electronic health records, wh…