Comparison of collocation extraction measures for document indexing
Automatic extraction of collocations from a corpus is a well-known problem in the field of natural language processing. It is typically carried out by employing some kind of a statistical measure that indicates whether or not two words occur together more often than by chance. As there is an abundan...
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| Published in: | 28th International Conference on Information Technology Interfaces, 2006 pp. 451 - 456 |
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| Main Authors: | , , , |
| Format: | Conference Proceeding |
| Language: | English |
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2006
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| Abstract | Automatic extraction of collocations from a corpus is a well-known problem in the field of natural language processing. It is typically carried out by employing some kind of a statistical measure that indicates whether or not two words occur together more often than by chance. As there is an abundance of these measures proposed by various authors, we have compared some of them on a task of extracting collocations from a corpus of Croatian legal documents for the purpose of document indexing. We propose and evaluate extensions of these measures for collocations consisting of three words |
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| AbstractList | Automatic extraction of collocations from a corpus is a well-known problem in the field of natural language processing. It is typically carried out by employing some kind of a statistical measure that indicates whether or not two words occur together more often than by chance. As there is an abundance of these measures proposed by various authors, we have compared some of them on a task of extracting collocations from a corpus of Croatian legal documents for the purpose of document indexing. We propose and evaluate extensions of these measures for collocations consisting of three words |
| Author | Petrovic, S. Snajder, J. Dalbelo-Basic, B. Kolar, M. |
| Author_xml | – sequence: 1 givenname: S. surname: Petrovic fullname: Petrovic, S. organization: Fac. of Electr. Eng. & Comput., Zagreb Univ – sequence: 2 givenname: J. surname: Snajder fullname: Snajder, J. organization: Fac. of Electr. Eng. & Comput., Zagreb Univ – sequence: 3 givenname: B. surname: Dalbelo-Basic fullname: Dalbelo-Basic, B. organization: Fac. of Electr. Eng. & Comput., Zagreb Univ – sequence: 4 givenname: M. surname: Kolar fullname: Kolar, M. organization: Fac. of Electr. Eng. & Comput., Zagreb Univ |
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| Snippet | Automatic extraction of collocations from a corpus is a well-known problem in the field of natural language processing. It is typically carried out by... |
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| SubjectTerms | Cancer Computational linguistics Data mining Guns Indexing Law Legal factors Natural language processing Statistics Stock markets |
| Title | Comparison of collocation extraction measures for document indexing |
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