Word sense and semantic relations in noun compounds

被引：0

作者：

Kim, Su Nam ^{[1
]}

Baldwin, Timothy ^{[2
]}

机构：

[1] School of Information Technology, Monash University, Australia

[2] Computing and Information Systems Department, University of Melbourne, VIC, Australia

来源：

ACM Transactions on Speech and Language Processing | 2013年 / 10卷 / 03期

关键词：

Artificial intelligence - Natural language processing systems;

D O I：

10.1145/2483969.2483971

中图分类号：

学科分类号：

摘要：

In this article, we investigate word sense distributions in noun compounds (NCs). Our primary goal is to disambiguate the word sense of component words in NCs, based on investigation of semantic collocation between them. We use sense collocation and lexical substitution to build supervised and unsupervised word sense disambiguation (WSD) classifiers, and show our unsupervised learner to be superior to a benchmark WSD system. Further, we develop a word sense-based approach to interpreting the semantic relations in NCs. © 2013 ACM.

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