Improving collocation extraction by using syntactic patterns

Ruifeng Xu; Qin Lu

doi:10.1109/NLPKE.2005.1598706

Improving collocation extraction by using syntactic patterns

Ruifeng Xu^*
, Qin Lu

^*Corresponding author for this work

Hong Kong Polytechnic University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

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.

Original language	English
Title of host publication	Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05
Pages	52-57
Number of pages	6
DOIs	https://doi.org/10.1109/NLPKE.2005.1598706
State	Published - 2005
Externally published	Yes
Event	2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05 - Wuhan, China Duration: 30 Oct 2005 → 1 Nov 2005

Publication series

Name	Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05
Volume	2005

Conference

Conference	2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05
Country/Territory	China
City	Wuhan
Period	30/10/05 → 1/11/05

Access to Document

10.1109/NLPKE.2005.1598706

Cite this

Xu, R., & Lu, Q. (2005). Improving collocation extraction by using syntactic patterns. In Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05 (pp. 52-57). Article 1598706 (Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05; Vol. 2005). https://doi.org/10.1109/NLPKE.2005.1598706

@inproceedings{e0a7280cb95d466d94cce18f813d56eb,

title = "Improving collocation extraction by using syntactic patterns",

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.",

author = "Ruifeng Xu and Qin Lu",

year = "2005",

doi = "10.1109/NLPKE.2005.1598706",

language = "英语",

isbn = "0780393619",

series = "Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05",

pages = "52--57",

booktitle = "Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05",

note = "2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05 ; Conference date: 30-10-2005 Through 01-11-2005",

}

Xu, R & Lu, Q 2005, Improving collocation extraction by using syntactic patterns. in Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05., 1598706, Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05, vol. 2005, pp. 52-57, 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05, Wuhan, China, 30/10/05. https://doi.org/10.1109/NLPKE.2005.1598706

Improving collocation extraction by using syntactic patterns. / Xu, Ruifeng; Lu, Qin.
Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05. 2005. p. 52-57 1598706 (Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05; Vol. 2005).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Improving collocation extraction by using syntactic patterns

AU - Xu, Ruifeng

AU - Lu, Qin

PY - 2005

Y1 - 2005

N2 - 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.

AB - 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.

UR - https://www.scopus.com/pages/publications/33847284489

U2 - 10.1109/NLPKE.2005.1598706

DO - 10.1109/NLPKE.2005.1598706

M3 - 会议稿件

AN - SCOPUS:33847284489

SN - 0780393619

SN - 9780780393615

T3 - Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05

SP - 52

EP - 57

BT - Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05

T2 - 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05

Y2 - 30 October 2005 through 1 November 2005

ER -

Xu R, Lu Q. Improving collocation extraction by using syntactic patterns. In Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05. 2005. p. 52-57. 1598706. (Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05). doi: 10.1109/NLPKE.2005.1598706

Improving collocation extraction by using syntactic patterns

Abstract

Publication series

Conference

Access to Document

Other files and links

Fingerprint

Cite this