Lexical acquisition and clustering of word senses to conceptual lexicon construction

被引：4

作者：

Pluempitiwiriyawej, Charnyote ^{[1
]}

Cercone, Nick ^{[2
]}

An, Xiangdong ^{[2
]}

机构：

[1] Mahidol Univ, Salaya 73170, Nakhon Pathom, Thailand

[2] York Univ, Toronto, ON M3J 1P3, Canada

来源：

COMPUTERS & MATHEMATICS WITH APPLICATIONS | 2009年 / 57卷 / 09期

关键词：

Lexicon construction; Word-sense clustering; Lexical acquisition; Conceptual lexicon; Alphabetical lexicon;

D O I：

10.1016/j.camwa.2009.01.001

中图分类号：

O29 [应用数学];

学科分类号：

070104 ;

摘要：

We describe a mechanism and an algorithm to support construction of a large complex conceptual lexicon from an existing alphabetical lexicon. As part of this research, we define lexical models to present words and lexicons. Given the fact that an alphabetical lexicon contains lexical information about words which are organized by their spelling, constructing a conceptual lexicon requires an identification of lexical concepts and their relationships. Lexical acquisition and word-sense clustering are introduced to identify the lexical concepts and to discover the conceptual relationships. The result of this research is a set of candidate concepts which can be treated as initial concepts for the conceptual lexicon construction. (C) 2009 Elsevier Ltd. All rights reserved.

引用

页码：1537 / 1546

页数：10

共 50 条

[1] Clustering of Word Senses
Agirre, Eneko
[J]. GWC 2004: SECOND INTERNATIONAL WORDNET CONFERENCE, PROCEEDINGS, 2003, : 4 - 4
[2] Clustering WordNet word senses
Agirre, E
De Lacalle, OL
[J]. RECENT ADVANCES IN NATURAL LANGUAGE PROCESSING III, 2004, 260 : 121 - 130
[3] Unsupervised acquisition of predominant word senses
McCarthy, Diana
Koeling, Rob
Weeds, Julie
Carroll, John
[J]. COMPUTATIONAL LINGUISTICS, 2007, 33 (04) : 553 - 590
[4] Conceptual perspective and lexical choice in acquisition
Clark, EV
[J]. COGNITION, 1997, 64 (01) : 1 - 37
[5] Cognitive Psychology Study on Mental Lexicon and Lexical Acquisition
Qiu, Ye
Peng, Wenting
[J]. 2011 INTERNATIONAL CONFERENCE ON ECONOMIC, EDUCATION AND MANAGEMENT (ICEEM2011), VOL II, 2011, : 69 - 71
[6] A Preliminary Study on the Impact of Lexical Concreteness on Word Senses Disambiguation
Kwong, Oi Yee
[J]. PACLIC 22: PROCEEDINGS OF THE 22ND PACIFIC ASIA CONFERENCE ON LANGUAGE, INFORMATION AND COMPUTATION, 2008, : 235 - 244
[7] Conceptual and lexical development in second language acquisition
Altarriba, J
Mathis, KM
[J]. JOURNAL OF MEMORY AND LANGUAGE, 1997, 36 (04) : 550 - 568
[8] Becoming a word learner: A debate on lexical acquisition
Chiat, S
[J]. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS, 2003, 38 (02) : 207 - 208
[9] Extracting Concrete Senses of Lexicon through Measurement of Conceptual Similarity in Ontologies
Chung, Siaw-Fong
Prevot, Laurent
Xu, Mingwei
Ahrens, Kathleen
Hsieh, Shu-Kai
Huang, Chu-Ren
[J]. SIXTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, LREC 2008, 2008, : 1964 - 1968
[10] Lexical acquisition: The nature of constraints on word learning
Uchida, N
Imai, M
[J]. JAPANESE PSYCHOLOGICAL RESEARCH, 1999, 41 (01) : 1 - 4

← 1 2 3 4 5 →