(2010) introduced a joint rule selection model for hierarchical phrase-based translation, which also approximated the rule selection problem by a binary classification problem like our approach.
these two models adopted linear classifiers similar to those used in the MERS model , which suffers more from the data sparsity problem compared to the CSRS model.