The lexicalized model in Charniak's parser was first optimized for English and required sophisticated smoothing to deal with sparseness; however, the lexicalized model developed for Chinese works less well.
the PCFG-LA parser learns the latent annotations from the data, without any specification of what precisely should be modeled and how it should be modeled.