In the remainder of the paper, we first define paths in dependency trees.
(Koehn et al 2003) found that it is actually harmful to restrict phrases to constituents in parse trees, because the restriction would cause the system to miss many reliable translations, such as the correspondence between "there is" in English and "es gibt" ("it gives") in German.