Normalization of Long-tail Adverse Drug Reactions in Social Media

Emmanouil Manousogiannis
Emmanouil Manousogiannis
Sepideh Mesbah
Sepideh Mesbah
Zoltán Szlávik
Zoltán Szlávik
Selene Baez
Selene Baez

LOUHI@EMNLP, pp. 49-58, 2020.

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Abstract:

The automatic mapping of Adverse Drug Reaction (ADR) reports from user-generated content to concepts in a controlled medical vocabulary provides valuable insights for monitoring public health. While state-of-the-art deep learning-based sequence classification techniques achieve impressive performance for medical concepts with large amount...More

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