Which NLP technique revolutionized retail sentiment analysis by enabling systems to understand contextual nuances and sarcasm in customer reviews?

Natural Language Processing (NLP) has transformed how retailers understand customer feedback. By analyzing reviews, social media comments, and customer service interactions, retailers can extract valuable insights about consumer sentiment, preferences, and emerging trends. This poll explores the cutting-edge applications of linguistic technology in retail sentiment analysis, highlighting how language processing capabilities are reshaping customer experience strategies.

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BERT (Bidirectional Encoder Representations from Transformers)
TF-IDF (Term Frequency-Inverse Document Frequency)
Naive Bayes Classification
Simple Word Frequency Analysis