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Topic Modeling

This features allows you to use state-of-the-art algorithms to extract topics from raw text data with visualisation and different output formats.

Available topic modeling algorithms

Text Lab makes 3 different Topic Modeling frameworks available. From traditional statistical appraches to more modern neural networks approaches.

  1. LDA: LDA is the traditional, statistical standard for topic modeling.
  2. Top2vec: Top2Vec is a powerful neural network approach, designed to find highly specific topic clusters without relying on manual preprocessing
  3. Bertopic: BERTopic is a modern, highly advanced AI approach that leverages Large Language Models

For more detials on which framework to use and on the parameters, please contact DSL