In the second part of Chapter 2, they argue that there are many phenomena captured in these analyses that would have been missed by a model imposing a strict tree structure.
their analyses reveal a large number of crossed dependencies, and a large number of nodes participating in more than one relation, neither of which can be accounted for with a tree-based model.