In this work, we propose a conceptually simpler approach to the issue, which is agnostic on any parser architecture, namely, automatic generation of CCGbanks (i.e., CCG treebanks) 1 for new domains, by exploiting cheaper resources of dependency trees.
we train a deep conversion model to map a dependency tree to a CCG tree, on aligned annotations of the Penn Treebank (Marcus et al., 1993) and the English CCGbank (Hockenmaier and Steedman, 2007) (Figure 1a).