For the supertagger, each direction of LSTM computation involves two layers, and each LSTM contains 512 units.
in addition, it has long been observed that the derivation tree can also be interpreted linguistically as a dependency tree (Rambow and Joshi, 1997), if certain assumptions are made about the shape of the elementary trees in the grammar (Frank, 2001).