... framework for spec-ifying compositional nonparametric Bayesian models.Advances in Neural Information Processing Systems,19:641.Philipp Koehn et al. 2007. Moses: Open source toolkit for statistical ... (θ|E, F). (1)If θ takes the form of a scored phrase table, wecan use traditional methods for phrase-based SMT tofind P (e|f , θ) and concentrate on creating a model for P (θ|E, F). We decompose ... according to a fixed probabil-ity pu3, then generating from Pba for aligned phrasepairs, or Pbu for unaligned phrase pairs. For Pba, we adopt a base measure similar to thatused by DeNero...