Toward any-language zero-shot topic classification of textual documents

In this paper, we present a zero-shot classification approach to document classification in any language into topics which can be described by English keywords. This is done by embedding both labels and documents into a shared semantic space that allows one to compute meaningful semantic similarity...

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Bibliographic Details
Main Authors: Mayhew, S. (Author), Peng, H. (Author), Roth, D. (Author), Song, Y. (Author), Upadhyay, S. (Author)
Format: Article
Language:English
Published: Elsevier B.V. 2019
Subjects:
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