For PTB and CTB datasets, we use exactly the same setup as in (Chen and Manning, 2014;.
we convert the English and Chinese data using the Stanford parser v3.3.0 (de Marneffe et al., 2006) and the Penn2Malt tool (Zhang and Clark, 2008), respectively.