id author title date pages extension mime words sentences flesch summary cache txt work_tlps2yqrsbhxto74qmc2lfcdme Zhiguo Wang Large-scale Word Alignment Using Soft Dependency Cohesion Constraints 2013 10 .pdf application/pdf 6529 720 72 Large-scale Word Alignment Using Soft Dependency Cohesion large-scale word alignment experiments. dependency cohesion as a hard constraint (Lin and word alignment model to softly influence the a generative word alignment model with a generative word alignment model with a generative word alignment model with 3.1 The Sequence-based Alignment Model the sequence-based model, source words are 3.3 Dependency Cohesive Distortion Model be very useful in the HMM alignment model. To align sentence pairs with the model in Eq. alignment of the sequence-based model (HMM LARGE training set to evaluate whether our model for word alignment, we construct four sub-models dependency cohesion model: 8) Soft-Cohesion-Gibbs: the wd-hc-mc sub-model Hard-Cohesion systems improve word alignment alignment that uses dependency cohesion as a soft model improves word alignment quality as well as It is possible that our word alignment model can alignment models for statistical machine translation. hidden Markov model for word alignment using ./cache/work_tlps2yqrsbhxto74qmc2lfcdme.pdf ./txt/work_tlps2yqrsbhxto74qmc2lfcdme.txt