Since many of the languages that people are building new grammars for are under-resourced, we can't depend on having any external information or NLP tools, and so the methods we examine are purely unsupervised, using nothing more than the grammars them-selves and raw text.
there needs to be both gold and non-gold trees for any sentence to be used in training the discriminative model.