Clearly, a direct comparison of these results to stateof-the-art statistical parsers cannot bemade because of di erent training and test data and other evaluation measures.
we w ould like to draw the following conclusions from our experiments: The problem of chaotic convergence behaviour of EM estimation can besolved for log-linear models.