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flair-abbr-pubmed-filtered
surrey-nlp/flair-abbr-pubmed-filtered
flair-abbr-pubmed-filtered is a machine learning model from surrey-nlp. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-sa-4.0.
This model is a fine-tuned version of HunFlair pubmed models on the PLODv2 filtered dataset. It is released with our LREC-COLING 2024 publication Using character-level models for efficient abbreviation and long-form d…
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Updated May 28, 2024
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At a glance
- License
- cc-by-sa-4.0
- Access
- Public
- Created
- Mar 4, 2024
- Updated
- May 28, 2024
- SHA
- 019ed539
Model card
From the Hugging Face model README
Flair-abbr-pubmed-filtered
This model is a fine-tuned version of HunFlair pubmed models on the PLODv2 filtered 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: 0.8467
- Recall: 0.9226
- F1: 0.8830
Results on long forms:
- Precision: 0.8185
- Recall: 0.8887
- F1: 0.8522
- License
- cc-by-sa-4.0
- Created
- Mar 4, 2024
- Updated
- May 28, 2024