For Bulgarian and Spanish, we used the same test data that was used in the work of<cite> Ganchev et al. (2009)</cite> . These test datasets had sentences from the training section of the CoNLL Shared Task (Nivre et al., 2007) that had lengths less than or equal to 10. All the test datasets have gold POS tags. A baseline parser was built to compare learning from partial parses with learning from fully connected parses.