Some previous studies (Huang et al., 2007;Jiang et al., 2009;Wang et al., 2011; verified the idea for this task by learning from autoprocessed corpora.
their studies treat auto-processed corpora as gold reference and thus are unable to distinguishingly use it according to its quality (the resulted knowledge is not accurate in most cases).