However, models trained on datasets based on news articles and web data do not perform well on spoken human-machine dialog, and currently available annotation schemes do not adapt well to dialog data.
we also train a separate model on Tweebank v.2 (Liu et al., 2018) alone to determine how a parser trained on tweets, which are arguably more similar to conversational speech, will perform.