Crosslingual Document Embedding as Reduced-Rank Ridge Regression

8 Apr 2019Martin JosifoskiIvan S. PaskovHristo S. PaskovMartin JaggiRobert West

There has recently been much interest in extending vector-based word representations to multiple languages, such that words can be compared across languages. In this paper, we shift the focus from words to documents and introduce a method for embedding documents written in any language into a single, language-independent vector space... (read more)

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