We can directly construct translators between all possible language pairs from multilingual parallel corpora (i.e., direct translation).
if we do not have such parallel corpora, we use pivot translation, which involves translating source sentences into target sentences via a resourcerich language known as a pivot (Utiyama and Isahara, 2007;Cohn and Lapata, 2007).