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Hi @onclue, as far as documents consist of text you can use BoW similar to short text as a baseline. After that feel free to modify code for any complicated encoder architecture. As per our experiments, ECLARE gives good accuracy on long text as well.
In summary, the Focus of ECLARE is short text documents but it can give good accuracy in full text as well.
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Thanks for the feedback, I'll give that a try.
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