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[P] BERN2: an advanced neural biomedical named entity recognition and normalization tool
Jan. 21, 2022, 9:25 a.m. | /u/bobae_papa
Machine Learning www.reddit.com
Abstract In biomedical natural language processing, named entity recognition (NER) and named entity normalization (NEN) are key tasks that enable the automatic extraction of biomedical entities (e.g., diseases and chemicals) from the ever-growing biomedical literature. In this paper, we present BERN2 (Advanced Biomedical Entity Recognition and Normalization), a tool that improves the previous neural network-based NER tool (Kim et al., 2019) by employing a multi-task NER model and neural network-based NEN models to achieve much faster and more …
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