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A hybrid deep-learning approach for complex biochemical named entity recognition[Formula presented]

journal contribution
posted on 2021-06-07, 00:00 authored by J Liu, L Gao, S Guo, R Ding, X Huang, L Ye, Q Meng, Asef NazariAsef Nazari, Dhananjay ThiruvadyDhananjay Thiruvady
A hybrid deep-learning approach for complex biochemical named entity recognition[Formula presented]

History

Journal

Knowledge-Based Systems

Volume

221

Article number

ARTN 106958

Publisher

ELSEVIER

Publisher DOI

ISSN

0950-7051

eISSN

1872-7409

Language

English

Author URL

Publication classification

C1 Refereed article in a scholarly journal

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    Keywords

    Science & TechnologyTechnologyComputer Science, Artificial IntelligenceComputer ScienceNamed entity recognitionDeep learningBi-directional Long Short-Term Memory (BILSTM)Conditional Random Field (CRF)Bidirectional Encoder Representations from Transformers (BERT)Multi-Head Attention (MHATT)LSTM-CRFATTENTIONNETWORKSMODEL

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