... Association for Computational Linguistics:shortpapers, pages 445–449,Portland, Oregon, June 19-24, 2011.c2011 Association for Computational LinguisticsOn-line Language Model Biasing for Statistical ... pairs.5 Discussion and Future WorkExisting methods for target LM biasing for SMTrely on information retrieval to select a comparablesubset from the training corpus. A foreground LMestimated ... toolkit (Al-Onaizan et al.,1999) to estimate the parameters of IBM Model 4 (Brown et al., 1993), and combine the forward and backward Viterbi alignments to obtain many-to-many word alignments...