Projects per year
Abstract
The goal of automatic text summarization is to generate an abstract of a document or a set of documents. In this paper we propose a
word association based method for generating summaries in a variety of
languages. We show that a robust statistical method for finding associations
which are specific to the given document(s) is applicable to many languages.
We introduce strategies that utilize the discovered associations
to effectively select sentences from the document(s) to constitute the summary.
Empirical results indicate that the method works
reliably in a relatively large set of languages and outperforms methods reported
in MultiLing 2013.
word association based method for generating summaries in a variety of
languages. We show that a robust statistical method for finding associations
which are specific to the given document(s) is applicable to many languages.
We introduce strategies that utilize the discovered associations
to effectively select sentences from the document(s) to constitute the summary.
Empirical results indicate that the method works
reliably in a relatively large set of languages and outperforms methods reported
in MultiLing 2013.
Original language | English |
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Title of host publication | SAC '16 Proceedings of the 31st Annual ACM Symposium on Applied Computing |
Number of pages | 8 |
Place of Publication | New York, NY |
Publisher | ACM, Association for Computing Machinery |
Publication date | 2016 |
Pages | 853-860 |
ISBN (Print) | 978-1-4503-3739-7 |
DOIs | |
Publication status | Published - 2016 |
MoE publication type | A4 Article in conference proceedings |
Event | ACM Symposium on Applied Computing - Pisa, Italy Duration: 4 Apr 2016 → 8 Apr 2016 Conference number: 31 |
Fields of Science
- 113 Computer and information sciences
Projects
- 1 Finished
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ConCreTe: Concept Creation Technology
Toivonen, H. T. (Project manager), Xiao, P. (Participant), Toivanen, J. (Participant), Gross, O. (Participant), Linkola, S. (Participant) & Kantosalo, A. (Participant)
01/10/2013 → 30/09/2016
Project: Research project