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Acquisition of Domain-specific Patterns for Single Document Summarization and Information Extraction

Proceeding: Second International Conference on Artificial Intelligence and Pattern Recognition (AIPR2015)

Publication Date:

Authors : ; ;

Page : 30-39

Keywords : Document Summarization; Information Retrieval; Information Extraction; Data Mining; Pattern Acquisition; Natural Language Processing;

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Abstract

Single-document summarization aims to reduce the size of a text document while preserving the most important information. Much work has been done on open-domain summarization. This paper presents an automatic way to mine domain-specific patterns from text documents. With a small amount of effort required for manual selection, these patterns can be used for domain-specific scenario-based document summarization and information extraction. Our evaluation shows that scenario-based document summarization can both filter irrelevant documents and create summaries for relevant documents within the specified domain.

Last modified: 2015-04-18 14:15:07