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BERT Sarcasm Detection

Błażej Dolicki i6155906

Why sarcasm detection?

Current trends in sarcasm detection

  1. Context representation.
  2. User representation.

BERT - pretrained language model

  • versatile model that can be used for various tasks
  • quick - only up to 40 mins of training on K80

Results

Screenshot

Future work

  • BERT - Feature-based approach
  • BERT with User Embeddings based on Kolchinski et al., 2018