MSTParser is a non-projective dependency parser (see McDonald et al., 2005a, 2006) that searches for maximum spanning trees over directed graphs. Models of dependency structure are based on large-margin discriminative training methods (see McDonald et al., 2005b). Projective parsing is also supported (see McDonald et al., 2005a).
For more details about this tool, see please http://www.seas.upenn.edu/~strctlrn/MSTParser/MSTParser.html.
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