The "helpful" core of Sharanya’s story is her transformation from a reticent, anxious student into a confident young woman.
(without precise encoding for simplicity):
def get_deep_features(text): tokenizer = BertTokenizer.from_pretrained('bert-base-uncased') model = BertModel.from_pretrained('bert-base-uncased')