• Existing models use discrete representation for grammatical roles and features, which leads to the so-called curse of dimensionality problem (Bengio et al., 2003).
to model transitions of length k with R different grammatical roles, the basic entity grid model needs to compute R k tran-sition probabilities from a grid.