A New Approach to Keyphrase Extraction Using Neural Networks

Details A New Approach to Keyphrase Extraction Using Neural Networks A New Approach to Keyphrase Extraction Using Neural Networks

2010-04-19

arxiv.org/abs/1004.3274v1

IJCSI, Volume 7, Issue 2, March 2010

Computer Science

Information Retrieval

International Journal of Computer Science Issues online at http://ijcsi.org/articles/A-New-Approach-to-Keyphrase-Extraction-Us

Scientific paper

Keyphrases provide a simple way of describing a document, giving the reader some clues about its contents. Keyphrases can be useful in a various applications such as retrieval engines, browsing interfaces, thesaurus construction, text mining etc.. There are also other tasks for which keyphrases are useful, as we discuss in this paper. This paper describes a neural network based approach to keyphrase extraction from scientific articles. Our results show that the proposed method performs better than some state-of-the art keyphrase extraction approaches.

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