Based on these and similar results with other baseline systems, all results reported later for unsupervised models (AG and baseline) and AG Select were obtained using training sets of 50k words.
to the above models, the semisupervised AG does not always improve with more unlabelled data (see Figure 2) and in the limit, it will match the performance of the same grammar in the unsupervised setting.