Having investigated the effect of the training size, Sporleder & Lapata (2006) came to the conclusion that their system performs well being trained on a small data set.
the learning curve for German shows an improvement of only about 2% when the amount of training data is increased from 20%, which in case of German fiction approximately equals 370,000 tokens, to 100%.