Fast and effective biomedical named entity recognition using temporal convolutional network with conditional random field

DOI10.3934/MBE.2020200zbMath1467.92089OpenAlexW3024030678WikidataQ100312447 ScholiaQ100312447MaRDI QIDQ2038751

Zhan Gao, Bo Jin, Hanyu Zhao, Chengjie Zhou, Chao Che

Publication date: 7 July 2021

Published in: Mathematical Biosciences and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3934/mbe.2020200

zbMATH Keywords

conditional random fieldbiomedical named entity recognitiontemporal convolutional network

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Medical applications (general) (92C50)

Related Items (2)

Entity recognition of Chinese medical text based on multi-head self-attention combined with BILSTM-CRF ⋮ Biomedical and health information processing and analysis

Uses Software

• word2vec
• GloVe

Cites Work

• Unnamed Item
• A viral protein identifying framework based on temporal convolutional network
• Learning representations by back-propagating errors

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