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flair 's Collections
MastermindEval
Familiarity

Familiarity

updated Feb 4

Easy, medium and a difficult training splits for training general NER models using the familiarity metric! Please see our paper for details.

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  • flair/pilener_entropy_splits

    Viewer • Updated Feb 4 • 78.8k • 22

  • flair/pilener_max_splits

    Viewer • Updated Feb 4 • 43.7k • 28

  • flair/nuner_entropy_splits

    Viewer • Updated Feb 4 • 618k • 23

  • flair/nuner_max_splits

    Viewer • Updated Feb 4 • 546k • 31

  • Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data

    Paper • 2412.10121 • Published Dec 13, 2024 • 2
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