Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/15643
Title: Improving collocation extraction by using syntactic patterns
Authors: Xu, R
Lu, Q 
Keywords: Computational linguistics
Feature extraction
Natural languages
Pattern recognition
Issue Date: 2005
Publisher: IEEE
Source: Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, 2005 : IEEE NLP-KE '05, 30 October-1 November 2005, p. 52-57 How to cite?
Abstract: A study on using syntactic patterns to improve window-based collocation extraction systems is presented. The support collocation patterns and reject collocation patterns retrieved from a chunked corpus and are used in two different strategies. The first strategy uses only the support patterns in preprocessing stage whereas the second strategy incorporates both the support and the reject patterns into the existing systems. Experimental results show that the use of syntactic patterns can significantly improve the performance of collocation extraction especially for filtering out pseudo collocations and the extraction of low-occurrence collocations.
URI: http://hdl.handle.net/10397/15643
ISBN: 0-7803-9361-9
DOI: 10.1109/NLPKE.2005.1598706
Appears in Collections:Conference Paper

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