We preferred NSR because it penalizes global word order mistakes much more than does NKT, and as discussed above, global word order mistakes often lead to incomprehensibility and misunderstanding.
on the other hand, they also tried Hamming distance, and summarized their experiments as follows: the Hamming distance seems to be more informative than Kendall's tau for small amounts of reordering.