Note that all inference methods depend on the posterior P (t|s) only through marginal expectations of labeled constituent counts and anchored local binary tree counts, which are easily computed from P (d I |s) and equivalent to those from P (d|s).
no additional approximations are made in G I over G. As shown in Table 1, our model (an allfragments grammar with the weighting scheme tent by Johnson (2002).