For each parser, we re-implement lexicon creation methods in order to include only data seen during training (see §3.1).
we reproduce the predicate-frame map of SIMPLEFRAMEID, the frame-to-frame-element map of SEMAFOR and OPEN-SESAME, and the hierarchy feature-related relation maps of SEMAFOR.