Moens (2015, 2016) collect comparable documents on same themes from multi-lingual Wikipedia, shuffle and merge them to build "pseudo bilingual documents" as training corpora.
concrete mono-EN by adding edges from al entity e e i to e z j if < e e i , e z j >∈ R e−z e We utilize distant supervision to parable sentences from Wikipedia shown in Figure 1, from the page ar lingual linked entities e e Kobe and e z K those sentences including another linked entities e e Joe and e z Joe as co tences S e−z = {< s e k , s z k >}.