Adapting unlexicalized parsers appears to be equally difficult: Levy and Manning (2003) adapt the unlexicalized parser of Klein and Manning (2003) to Chinese, but even after significant efforts on choosing category splits, only modest performance gains are reported.
automatically learned grammars like the one of Matsuzaki et al.