PyTorch

Flair-abbr-pubmed-unfiltered

This model is a fine-tuned version of HunFlair pubmed models on the PLODv2 unfiltered dataset. It is released with our LREC-COLING 2024 publication Using character-level models for efficient abbreviation and long-form detection. It achieves the following results on the test set:

Results on abbreviations:

  • Precision: 0.8502
  • Recall: 0.9155
  • F1: 0.8816

Results on long forms:

  • Precision: 0.8270
  • Recall: 0.8864
  • F1: 0.8557
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