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2020 Tweet Setiment Extraction 79th solution

final LB score: .718

Pretrained model

  • deepset/roberta-base-squad2

Training

  • ./script/start_train

Pseudo labeling

  1. filter sentiment 140 by using ./notebooks/mw_sent_aug.ipynb
    • high confidence + text blob score
  2. ./scripts/start_pseudo
  3. ./scripts/start_train (args.use_pseudo_label)

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Question&Answering, Sentiment Extraction

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