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DKPro Similarity: An Open Source Framework for Text Similarity

Bär, Daniel and Zesch, Torsten and Gurevych, Iryna (2013):
DKPro Similarity: An Open Source Framework for Text Similarity.
In: Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (System Demonstrations) (ACL 2013), Association for Computational Linguistics, Sofia, Bulgaria, pp. 121-126, [Online-Edition: http://www.aclweb.org/anthology/P13-4021],
[Conference or Workshop Item]

Abstract

We present DKPro Similarity, an open source framework for text similarity. Our goal is to provide a comprehensive repository of text similarity measures which are implemented using standardized interfaces. DKPro Similarity comprises a wide variety of measures ranging from ones based on simple n-grams and common subsequences to high-dimensional vector comparisons and structural, stylistic, and phonetic measures. In order to promote the reproducibility of experimental results and to provide reliable, permanent experimental conditions for future studies, DKPro Similarity additionally comes with a set of full-featured experimental setups which can be run out-of-the-box and be used for future systems to built upon.

Item Type: Conference or Workshop Item
Erschienen: 2013
Creators: Bär, Daniel and Zesch, Torsten and Gurevych, Iryna
Title: DKPro Similarity: An Open Source Framework for Text Similarity
Language: English
Abstract:

We present DKPro Similarity, an open source framework for text similarity. Our goal is to provide a comprehensive repository of text similarity measures which are implemented using standardized interfaces. DKPro Similarity comprises a wide variety of measures ranging from ones based on simple n-grams and common subsequences to high-dimensional vector comparisons and structural, stylistic, and phonetic measures. In order to promote the reproducibility of experimental results and to provide reliable, permanent experimental conditions for future studies, DKPro Similarity additionally comes with a set of full-featured experimental setups which can be run out-of-the-box and be used for future systems to built upon.

Title of Book: Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (System Demonstrations) (ACL 2013)
Publisher: Association for Computational Linguistics
Uncontrolled Keywords: UKP_a_NLP4Wikis;UKP_p_WIKULU;UKP_s_DKPro_Similarity;reviewed
Divisions: 20 Department of Computer Science
20 Department of Computer Science > Ubiquitous Knowledge Processing
Event Location: Sofia, Bulgaria
Date Deposited: 31 Dec 2016 14:29
Official URL: http://www.aclweb.org/anthology/P13-4021
Identification Number: TUD-CS-2013-0125
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