October 27, 2021

Label Similarity and Subsumption Regularization on Training Documents with Some Tags

Label Similarity and Subsumption Regularization on Training Documents with Some Tags

A document may be tagged with some tags or labels, we can find the truth that documents with similar tags have similar document vectors. Meanwhile, a tag may contain child tags, a child tag is used to label a document, its parent also can be used to label this document.
We can apply two regularisers to loss function to make documents with similar tags be closed to each other.

Here is the full tutorial!

File: PDF

Language: English

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