Add NuMER as dataset for training and update expected output

README.md

@@ -7,7 +7,7 @@ datasets:
 - wjbmattingly/gliner-bird-diet-synthetic
 - knowledgator/GLINER-multi-task-synthetic-data
 - urchade/pile-mistral-v0.1
-- gretelai/synthetic_pii_finance_multilingual
+- numind/NuNER
 pipeline_tag: token-classification
 base_model:
 - answerdotai/ModernBERT-base
@@ -50,22 +50,22 @@ labels = ["person", "award", "date", "competitions", "teams"]
 entities = model.predict_entities(text, labels)
 
 for entity in entities:
-    print(entity["text"], "=>", entity["label"])
+    print(entity["text"], "<=>", entity["label"], "<=>", round(entity["score"], 3))
 ```
 
 ```
-Cristiano Ronaldo dos Santos Aveiro => person
-5 February 1985 => date
-Al Nassr => teams
-Portugal national team => teams
-Ballon d'Or => award
-UEFA Men's Player of the Year Awards => award
-European Golden Shoes => award
-UEFA Champions Leagues => competitions
-UEFA European Championship => competitions
-UEFA Nations League => competitions
-Champions League => competitions
-European Championship => competitions
+Cristiano Ronaldo dos Santos Aveiro => person <=> 0.552
+5 February 1985 => date <=> 0.776
+Saudi Pro League => teams <=> 0.146
+Ballon d'Or awards => award <=> 0.343
+UEFA Men's Player of the Year Awards => award <=> 0.56
+European Golden Shoes => award <=> 0.482
+33 trophies in his career, including seven league titles => award <=> 0.126
+UEFA Champions Leagues => competitions <=> 0.196
+UEFA European Championship => competitions <=> 0.271
+UEFA Nations League => competitions <=> 0.273
+Champions League => competitions <=> 0.172
+European Championship => competitions <=> 0.22
 ```
 
 ## Named Entity Recognition benchmark result