A PubMed-pretrained FLAIR model, stacked with ELMo, matches BERT-class performance on biomedical NER and sets a new state-of-the-art result on the Species-800 benchmark.
Improving language understanding with unsupervised learning
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BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks
A PubMed-pretrained FLAIR model, stacked with ELMo, matches BERT-class performance on biomedical NER and sets a new state-of-the-art result on the Species-800 benchmark.