Update README.md

README.md

@@ -13,4 +13,37 @@ widget:
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 # Named Entity Recognition for Ancient Greek 
 
-Pretrained NER tagging model for ancient Greek
+Pretrained NER tagging model for ancient Greek
+
+# Usage
+
+```python
+from transformers import pipeline
+
+# create pipeline for NER
+ner = pipeline('ner', model="UGARIT/grc-ner-bert", aggregation_strategy = 'first')
+ner("ταῦτα εἴπας ὁ Ἀλέξανδρος παρίζει Πέρσῃ ἀνδρὶ ἄνδρα Μακεδόνα ὡς γυναῖκα τῷ λόγῳ · οἳ δέ , ἐπείτε σφέων οἱ Πέρσαι ψαύειν ἐπειρῶντο , διεργάζοντο αὐτούς .")
+```
+Output
+```
+[{'entity_group': 'PER',
+  'score': 0.9999349,
+  'word': 'αλεξανδρος',
+  'start': 14,
+  'end': 24},
+ {'entity_group': 'NORP',
+  'score': 0.9369563,
+  'word': 'περση',
+  'start': 33,
+  'end': 38},
+ {'entity_group': 'NORP',
+  'score': 0.60742134,
+  'word': 'μακεδονα',
+  'start': 51,
+  'end': 59},
+ {'entity_group': 'NORP',
+  'score': 0.9900457,
+  'word': 'περσαι',
+  'start': 105,
+  'end': 111}]
+```