Multi-lingual Dependency Parsing at NAIST

@inproceedings{Cheng2006MultilingualDP,
  title={Multi-lingual Dependency Parsing at NAIST},
  author={Yuchang Cheng and Masayuki Asahara and Yuji Matsumoto},
  booktitle={CoNLL},
  year={2006}
}
In this paper, we present a framework for multi-lingual dependency parsing. Our bottom-up deterministic parser adopts Nivre’s algorithm (Nivre, 2004) with a preprocessor. Support Vector Machines (SVMs) are utilized to determine the word dependency attachments. Then, a maximum entropy method (MaxEnt) is used for determining the label of the dependency relation. To improve the performance of the parser, we construct a tagger based on SVMs to find neighboring attachment as a preprocessor… CONTINUE READING

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