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Enhancing pre-trained contextual embeddings with triplet loss as an effective fine-tuning method for extracting clinical features from electronic health record derived mental health clinical notes.

Deepali KulkarniAbhijit GhoshAmey GirdhariShaomin LiuL. Alexander VanceMelissa UnruhJoydeep Sarkar
Published in: Nat. Lang. Process. J. (2024)
Keyphrases
  • fine tuning
  • prior knowledge
  • feature vectors
  • mental health
  • high dimensional data
  • training data
  • feature space
  • text mining
  • clinical data