文章基本信息

标题：An Approach to Word Sense Disambiguation Combining Modified Lesk and Bag-of-Words
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作者：Alok Ranjan Pal ; Anirban Kundu ; Abhay Singh 等
期刊名称：Computer Science & Information Technology
电子版ISSN：2231-5403
出版年度：2013
卷号：3
期号：6
页码：517-524
DOI：10.5121/csit.2013.3656
出版社：Academy & Industry Research Collaboration Center (AIRCC)
摘要：In this paper, we are going to propose a technique to find meaning of words using Word Sense Disambiguation using supervised and unsupervised learning. This limitation of information is main flaw of the supervised approach. Our proposed approach focuses to overcome the limitation using learning set which is enriched in dynamic way maintaining new data. We introduce a mixed methodology having "Modified Lesk" approach and "Bag-of-Words" having enriched bags using learning methods.
关键词：Wo rd Sense Disambiguation (WSD ); Modified Lesk (ML); Bag-of-Words (BO W).