Our contributions are summarized as follows: (1) we extend a probablistic model used in the <cite>previous work</cite> which concurrently performs word reordering and dependency parsing; (2) we conducted an evaluation experiment using our semi-automatically constructed evaluation data so that sentences in the data are more likely to be spontaneously written by natives than the automatically constructed evaluation data in the <cite>previous work</cite>.