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Unsupervised multi label text classification

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@KumarP wrote:

Scenario: when unlabeled text structure come into the picture . I can label my data on text features/ keywords basis.I need to tag interest areas/label and mark them.It may be the tag with single/multiple labels(like fashion, sports, food....) My question is how can I start. Please suggest me dataset/reference link/doc.

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