(Li and Sun, 2009;Jiang et al., 2013) utilized the massive manual natural annotations or punctuation information on the Internet to improve the performance of CWS.
these natural annotations are just partial annotations and their roles depend on the qualities of the selected resource, such as Wikipedia.