... ei) is the vector of monolingual rele-vancy features of ei, yi= f (qc, cj) is the vector of monolingual relevancy features of cj, and sij=sim(ei, cj) is the vector of cross-lingual ... contrast, top English queries are short of this type of queries. But we can still see BruceLee (), a Chinese Kung-Fu actor, and pe-ony (), the national flower of China. Their information ... for classifica-tion on pairs of instances. Compared the base-line RSVM (monolingual), our algorithm learns to classify on pairs of bilingual document pairsrather than on pairs of individual documents.Let...