What are real world applications of Doc2Vec?

datascience.stackexchange https://datascience.stackexchange.com/questions/23638

Pergunta

I am new to Doc2Vec. As I understand Doc2Vec group similar documents based on the context of their words.

I have a set of newspaper documents and I want to identify what are the main topics of the newspapers (group 'Politics' news documents to one group, 'Sports' news documents to another group etc.) based on their content. Thus, I am interested in knowing;

  1. What variant of Doc2Vec is more suitable for this (dbow, dm)?
  2. What are the real world applications of Doc2Vec algorithm?

Nenhuma solução correta

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