Which method/model to opt for while identifying semantic similarity?

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  • BERTopic

    Leveraging BERT and c-TF-IDF to create easily interpretable topics.

  • What you are looking for is called topic modeling. You can use something like BERTopic to do this, if you are looking for a solution based on BERT. Another library is Gensim, which provides many algorithms, including more classical ones such as LDA.

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