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Introduction Parallel corpora, bitexts; –for automatic lexical acquisition (Gale and Church 1991; Melamed 1997) –provide indispensable training data for statistical translation models (Brown et al. 1990; Melamed 2000; Och and Ney 2002) –provide the connection between vocabularies in cross-language information retrieval (Davis and Dunning 1995; Landauer and Littman 1990; see also Oard 1997)