diff --git a/presidio_evaluator/models/crf_model.py b/presidio_evaluator/models/crf_model.py
index 3a22d00..5a25011 100644
--- a/presidio_evaluator/models/crf_model.py
+++ b/presidio_evaluator/models/crf_model.py
@@ -94,9 +94,7 @@ def predict(self, sample: InputSample) -> List[str]:
 
     @staticmethod
     def crf_predict(sample, model):
-        sample.translate_input_sample_tags()
-
-        conll = sample.to_conll(translate_tags=True)
+        conll = sample.to_conll(translate_tags=False)
         sentence = [(di["text"], di["pos"], di["label"]) for di in conll]
         features = CRFModel.sent2features(sentence)
         return model.predict([features])[0]