To put these numbers into perspective, the bottom part of Table 3 shows the accuracy of the best systems from the 2013 SPMRL shared task on Arabic parsing using predicted information (Seddah et al., 2013).
we introduce two samplers for traversing the space of trees, Gibbs and Metropolis-Hastings with Random walk.