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When you’re working with large volumes of unstructured text — whether it’s support tickets, survey…

  • Custom stop words can be used to remove non-essential keywords for better analysis.
  • Traditional topic modeling like LDA may not work well with short or subtle language.
  • Transformers like MiniLM-L6-v2 model from sentence-transformers library represent sentences as vectors for better analysis.
  • GPT can provide clear, business-readable summaries for better interpretation of topics identified.

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