MSTParser is a non-projective dependency parser that searches for maximum spanning trees over directed graphs. Models of dependency structure are based on large-margin discriminative training methods. Projective parsing is also supported.
http://www.seas.upenn.edu/~strctlrn/MSTParser/MSTParser.html
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The parser was crashing when run with the both non-projective and second order options. The cause was incomplete serialization of DependencyInstances; this bug has been squashed. Download release 0.4.3b to get the fix.
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