Biomedical named entity recognition (Bio-NER) is the prerequisite for mining knowledge from biomedical texts.FORMATION OF A DIGITAL EDUCATION MODEL IN TERMS OF THE DIGITAL ECONOMY (BASED ON THE EXAMPLE OF EU COUNTRIES).The state-of-the-art models for Bio-NER are mostly based on bidirectional long short-term memory (BiLSTM) and bidirectional encoder