Fast and effective biomedical named entity recognition using temporal convolutional network with conditional random field
Biomedical named entity recognition (Bio-NER) is the prerequisite for mining knowledge from biomedical texts.The state-of-the-art models for Bio-NER are mostly based on bidirectional long short-term memory (BiLSTM) and bidirectional encoder representations from transformers (BERT) models.However, both BiLSTM and BERT models are extremely computatio