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from bert_serving.client import BertClient
# make a connection with the BERT server using it's ip address
bc = BertClient(ip="YOUR_SERVER_IP")
# get the embedding for train and val sets
X_tr_bert = bc.encode(X_tr.tolist())
X_val_bert = bc.encode(X_val.tolist())
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