Lattice rescoring methods for statistical machine translation

  title={Lattice rescoring methods for statistical machine translation},
  author={Graeme W. Blackwood},
Modern statistical machine translation (SMT) systems incl ude multiple interrelated components, statistical models, and processes. Translation is often facto red as a cascaded series of modules such that the output of one module serves as the input to the next; this i s the SMT pipeline. Simplifying assumptions, limited training data, and pruning during search mea n th t the hypothesis produced by a typical SMT decoder may not represent the best translation. Since an y rrors will be propagated… CONTINUE READING


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