Comparing Optimization Criteria and Methods for Word Alignment
Tagyoung Chung, Shaojun Zhao, Daniel Gildea · UR Research (University of Rochester) · 2010
We consider word alignment within the "bag-of-words" framework of IBM Model 1, and explore alternative optimization criteria and solutions and show that neither the EM nor the probabilistic constraint is necessary for learning good parameters.