The log-linear model presented by Poon, Cherry, and Toutanova (2009) is omitted because it does not have a freely available implementation.
the model has been compared in the semi-supervised learning setting on Arabic and Hebrew with CRFs and Morfessor previously by Ruokolainen et al.