CollaboNet: collaboration of deep neural networks for biomedical named entity recognition

21 Sep 2018Wonjin YoonChan Ho SoJinhyuk LeeJaewoo Kang

Background: Finding biomedical named entities is one of the most essential tasks in biomedical text mining. Recently, deep learning-based approaches have been applied to biomedical named entity recognition (BioNER) and showed promising results... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Named Entity Recognition BC5CDR CollaboNet F1 87.12 # 4
Named Entity Recognition JNLPBA CollaboNet F1 78.58 # 1