Multi-task transfer learning for the prediction of entity modifiers in clinical text: application to opioid use disorder case detection
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Background: The semantics of entities extracted from a clinical text can be dramatically altered by modifiers, including entity negation, uncertainty, conditionality, severity, and subject. Existing models for determining modifie... ...