Update README.md

README.md

@@ -64,14 +64,15 @@ Developing a BioBERT-based Natural Language Processing Algorithm for Acute Myelo
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     <span class="inner">
 
-from transformers import pipeline, AutoTokenizer, AutoModelForTokenClassification
+!pip install https://huggingface.co/pmaitra/en_biobert_ner_symptom/resolve/main/en_biobert_ner_symptom-any-py3-none-any.whl
 
+import spacy
+nlp = spacy.load("en_biobert_ner_symptom")
 
-tokenizer = AutoTokenizer.from_pretrained("pmaitra/en_biobert_ner_symptom")
-model = AutoModelForTokenClassification.from_pretrained("pmaitra/en_biobert_ner_symptom")
+doc = nlp("He complained of dizziness and nausea during the Iowa trip.")
 
-pipe = pipeline("ner", model=model, tokenizer=tokenizer, aggregation_strategy="simple") 
-print(pipe("He complained of dizziness during the trip."))
+for ent in doc.ents:
+ print(ent)
 
   </span>
 </div>