The deadline for joining the CoNLL 2007 shared task on dependency parsing is approaching (January 20). Check out details here:
http://depparse.uvt.nl/depparse-wiki/SharedTaskWebsite
You may also find other useful dependency parsing resources there, especially other parsers and also data for languages other than English.
Also,as a further resource, the site for last years competition is here: