Automatic extraction of syntactic patterns for dependency parsing in noun phrase chunks

Abstract

In this article we present a method for automatic extraction of syntactic patterns that are used to develop a dependency parsing method. The patterns have been extracted from a corpus automatically annotated for tokens, sentences’ borders, parts of speech and noun phrases, and manually annotated for dependency relations between words. The evaluation shows promising results in the case of an order-free language.

Keywords

• dependency parsing
• syntactic patterns
• noun phrases