Zhiyuan Ma

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

Jinlin Liu, Tong Ruan, Zhiyuan Ma, 2019, 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Active Learning for Chinese Word Segmentation in Medical Text

Ping He, Ju Gao, Yangming Zhou, 2019, ArXiv.

NE–LP: Normalized entropy- and loss prediction-based sampling for active learning in Chinese word segmentation on EHRs

Yangming Zhou, Tingting Cai, Zhiyuan Ma, 2021, Neural Computing and Applications.

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

Ping He, Tong Ruan, Zhiyuan Ma, 2019, 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).