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bert-loodos-sunlp-ner-turkish

Token Classification

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buse1carik commited on Aug 28, 2022

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@@ -27,16 +27,16 @@ model = AutoModelForTokenClassification.from_pretrained("busecarik/bert-loodos-s
 ## Model performances on SUNLP-NER-Twitter test set (metric: seqeval)
 Precision|Recall|F1
 -|-|-
-83.46|85.65|84.53
 Classification Report
 Entity|Precision|Recall|F1
 -|-|-|-
-LOCATION|0.82|0.71|0.76
-MONEY|0.92|0.76|0.83
-ORGANIZATION|0.82|0.87|0.85
-PERSON|0.91|0.91|0.91
-PRODUCT|0.57|0.33|0.42
-TIME|0.86|0.83|0.85
-TVSHOW|0.65|0.63|0.64

 ## Model performances on SUNLP-NER-Twitter test set (metric: seqeval)
 Precision|Recall|F1
 -|-|-
+84.66|84.36|84.51
 Classification Report
 Entity|Precision|Recall|F1
 -|-|-|-
+LOCATION|0.74|0.78|0.76
+MONEY|0.93|0.82|0.87
+ORGANIZATION|0.83|0.81|0.82
+PERSON|0.90|0.92|0.91
+PRODUCT|0.55|0.50|0.52
+TIME|0.91|0.87|0.89
+TVSHOW|0.63|0.58|0.54