A New Approach to Keyphrase Extraction Using Neural Networks
Information Retrieval
2010-04-20 v1
Abstract
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.
Cite
@article{arxiv.1004.3274,
title = {A New Approach to Keyphrase Extraction Using Neural Networks},
author = {Kamal Sarkar and Mita Nasipuri and Suranjan Ghose},
journal= {arXiv preprint arXiv:1004.3274},
year = {2010}
}
Comments
International Journal of Computer Science Issues online at http://ijcsi.org/articles/A-New-Approach-to-Keyphrase-Extraction-Using-Neural-Networks.php