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you can use a pre-trained BERT model for sentiment analysis: #Code by github.com/tushar2704 from transformers import AutoTokenizer, AutoModelForSequenceClassification from scipy.special import softmax # Load the model and tokenizer model_name = "distilbert-base-uncased-finetuned-sst-2-english"