Subject-dependent co-occurrence and word sense disambiguation

Authors:
Joe A. Guthrie;Louise Guthrie;Yorick Wilks;Homa Aidinejad
Affiliations:
New Mexico State University, Las Cruces, NM;New Mexico State University, Las Cruces, NM;New Mexico State University, Las Cruces, NM;New Mexico State University, Las Cruces, NM
Venue:
ACL '91 Proceedings of the 29th annual meeting on Association for Computational Linguistics
Year:
1991

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Abstract

We describe a method for obtaining subject-dependent word sets relative to some (subject) domain. Using the subject classifications given in the machine-redable version of Longman's Dictionary of Contemporary English, we established subject-dependent co-occurrence links between words of the defining vocabulary to construct these "neighborhoods". Here, we describe the application of these neighborhoods to information retrieval, and present a method of word sense disambiguation based on these co-occurrences, an extension of previous work.