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Large-Margin Training of Dependency Parsers Using Pegasos Algorithm

  • Received : 2009.11.24
  • Accepted : 2010.02.26
  • Published : 2010.06.30

Abstract

This letter presents a modified Pegasos algorithm for graph-based dependency parsing. We show that the modified Pegasos algorithm outperforms the margin infused relaxed and passive aggressive algorithms in three languages.

Keywords

References

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