... node in the parse tree, and calculate the model score for each edge rooting at the node. The final output is the 1-best/k-best translations maintained by the root node of the parse tree. Since ... discriminative reordering model, a simple and fast language model, and an implementation of minimum error rate training that allows for various evaluation metrics for tuning the system. In addition, ... (SCFG/STSG) for the hierarchical phrase-based and syntax-based systems. Then, an n-gram language model is built on the target-language corpus. Finally, the resulting models are incorporated into the...