camembert ner: model fine tuned from camemBERT for NER task (including DATE tag). Introduction [camembert ner with dates] is an extension of french camembert ner model with an additionnal tag for dates. Model was trained on enriched version of wikiner fr dataset (~170 634 sentences). On my test data (mix of chat and email), this model got an f1 score of ~83% (in comparison dateparser was ~70%). Dateparser library can still be be used on the output of this model in order to convert text to python datetime object (https://dateparser.readthedocs.io/en/latest/). How to use camembert ner with dates with HuggingFace Load camembert ner with dates and its sub word tokenizer : Model performances (metric: seqeval) Global By entity
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