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I've been working on a text classification problem, where for each user, there can be hundreds of documents. There are about 1000 users.

I was wondering how do I call the learning type, if I decide to use only a single document per user instead of e.g., 50 documents.

Is this still called one shot learning, only at the user level? If no, what would be the suitable term?

Thanks

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