The
main overlooked lesson from syntactic pattern recognition (already noted by its pioneers) is this:
even in this incomplete form, “structural” pattern and
class representations
have substantial advantages over their vector space counterparts, from both applied and
theoretical points of view.
(However,
see slides 23-26).