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helpfulness

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This is my final year project "customer reviews classification and analysis system using data mining and nlp". It analyzes and then classifies the customer reviews on the basis of their fakeness, sentiments, contexts and topics discussed. The reviews are taken from various e-commerce platforms like daraz and amazon.

  • Updated Jul 21, 2026
  • Jupyter Notebook

Audit of presentation effects and biases in Jev, Clef Flash, and Perplexity Decider across humor, helpfulness, and summarization. Includes 702,000 recorded judgments and offline reproduction.

  • Updated Oct 13, 2026
  • Python

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