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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 ThiruvadyA hybrid deep-learning approach for complex biochemical named entity recognition[Formula presented]
History
Journal
Knowledge-Based SystemsVolume
221Article number
ARTN 106958Publisher
ELSEVIERPublisher DOI
ISSN
0950-7051eISSN
1872-7409Language
EnglishPublication classification
C1 Refereed article in a scholarly journalUsage metrics
Categories
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