The first is that, for certain parsing models, the existence and placement of the dummy root node is in fact a parameter worth tuning for best performance.
for the deterministic arc-eager parser, it seems that we can obtain higher parsing accuracy by placing the dummy root node at the end of the sentence (or omitting it completely) instead of placing it at the beginning in the sentence, as is currently the norm in data-driven dependency parsing.