Since it is possible to induce multilingual sentence embeddings (Artetxe and Schwenk, 2019), cosine similarity of such embeddings provides a natural scoring function (Schwenk, 2018) . Thompson and Koehn (2019) give the following cost function between two sentences or spans x,y from the source and target documents respectively: c(x, y) =