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14 Jul 2025

Study

NLP · Sentiment analysis

Classifying movie-review sentiment on the Rotten Tomatoes dataset: a TF-IDF plus logistic regression baseline, its most telling words, and where it fails.

  • A linear model on TF-IDF features is a strong, explainable sentiment baseline.
  • Negation and sarcasm are where bag-of-words sentiment models break.

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