After integrating the POS tagging step into the parsing process, our JointParsing system improved the POS tagging accuracy to 94.8% and parsing F 1 to 85.8%, which are significantly better than the Pipeline system.
the joint parsing approach is much more effective for transition-based constituent parsing.