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Update README.md

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JB Polle 2021-09-25 17:04:14 +00:00 committed by huggingface-web
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@ -91,17 +91,19 @@ Global
By entity By entity
``` ```
'LOC': {'precision': 0.8905576596578294, 'LOC': {'precision': 0.8905576596578294,
\t\t'recall': 0.900554675118859, 'recall': 0.900554675118859,
\t\t'f1': 0.8955282684352223}, 'f1': 0.8955282684352223},
'MISC': {'precision': 0.8175627240143369, 'MISC': {'precision': 0.8175627240143369,
\t\t 'recall': 0.8117437722419929, 'recall': 0.8117437722419929,
\t\t 'f1': 0.8146428571428571}, 'f1': 0.8146428571428571},
'ORG': {'precision': 0.8099480326651819, 'ORG': {'precision': 0.8099480326651819,
\t\t'recall': 0.8265151515151515, 'recall': 0.8265151515151515,
\t\t'f1': 0.8181477315335584}, 'f1': 0.8181477315335584},
'PER': {'precision': 0.9372509960159362, 'PER': {'precision': 0.9372509960159362,
\t\t'recall': 0.959812321501428, 'recall': 0.959812321501428,
\t\t'f1': 0.9483975005039308} 'f1': 0.9483975005039308}
``` ```
A short article on how I used the result of this model to train a LSTM model for signature detection in emails:
https://medium.com/@jean-baptiste.polle/lstm-model-for-email-signature-detection-8e990384fefa