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Learning description of term patterns using glossary resources.

TitleLearning description of term patterns using glossary resources.
Publication TypeConference Paper
Year of Publication2002
AuthorsHa, LA
Conference NameThe Third International Conference on Language Resources and Evaluation (LREC)
Conference LocationLas Palmas, Canary Islands, Spain
Abstract

In this paper, we describe a method of automatic extraction of knowledge patterns using in term descriptions from glossary, and using them to extract term description from technical texts. A brief introduction of the problem will be presented. After that, knowledge patterns and related works are discussed. By statistical analysis, we will show that these patterns can be learned, and we will propose a method to learn these pattern based on discover collocation of important verbs and nouns represent main concepts in the domain. Evaluation have been made showing that using the method, we can extract half of the correct descriptions, with a noise just one third.

URLhttp://www.lrec-conf.org/proceedings/lrec2002/pdf/307.pdf

Comments

After that, knowledge patterns and related works are discussed. By statistical analysis, we will show that these patterns can be learned, and we will propose a method to learn these pattern based on discover collocation of important verbs and nouns represent main concepts in the domain.