... Statistical Machine Translation with Monolingual Collocation Zhanyi Liu1, Haifeng Wang2, Hua Wu2, Sheng Li1 1Harbin Institute of Technology, Harbin, China 2Baidu.com Inc., Beijing, China ... (LDC2005T10), as shown in Ta-ble 1. Using these corpora, we got three kinds of col-location models: CM-1: the training data is the additional mo-nolingual corpora; CM-2: the training data is either ... plays a key role in the project undertaking. The team leader plays a key role in the project undertaking. 8263.1 Improving one-directional bilingual word alignment According to the BWA method,...