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README.md

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 license: cc-by-sa-4.0
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+# Flair-ner-roberta-pubmed-plos-filtered
+
+This is a stacked model of embeddings from [roberta-large](https://huggingface.co/FacebookAI/roberta-large), [HunFlair pubmed models](https://github.com/flairNLP/flair/blob/master/resources/docs/HUNFLAIR.md) and [character-level language models trained on PLOS](https://github.com/shenbinqian/PLODv2-CLM4AbbrDetection/tree/main/clm), fine-tuning on the [PLODv2 filtered dataset](https://github.com/shenbinqian/PLODv2-CLM4AbbrDetection).
+It achieves the following results on the test set:
+
+Results on abbreviations:
+- Precision: 0.8924
+- Recall: 0.9375
+- F1: 0.9144
+
+
+Results on long forms:
+- Precision: 0.8750
+- Recall: 0.9225
+- F1: 0.8981