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There has been plenty of work on alignment of embeddings, a lot of it cited in the paper. This paper solves the problem of translation, where (unlike in word alignment) there isn't…

The problem solved in this paper is strictly harder than alignment. Alignment works with multiple, unmatched representations of the same inputs (e.g, different embeddings of the sa…

One of the authors here... The paper is accompanied by a FAQ, which among other things explains the impact on specific software: https://docs.google.com/document/pub?id=1roBIeSJsYq…