DKPro Similarity

DKPro Similarity is an open source software package for developing text similarity algorithms. The framework is designed to complement DKPro Core, a collection of software components for natural language processing (NLP) based on the Apache UIMA framework. By leveraging the power of the tools available in DKPro Core, it allows for a rich set of similarity computation operations, including the design of full-fledged language processing pipelines and fully customizable processing steps.

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DKPro Similarity is maintained on GitHUb:

Publications

Additional Attributes

Type

Approaches to Automatic Text Structuring

Nicolai Erbs
September 2015
[Online-Edition: http://tuprints.ulb.tu-darmstadt.de/4959/]
[Phdthesis]

Composing Measures for Computing Text Similarity

Daniel Bär, Torsten Zesch, Iryna Gurevych
January 2015
[Online-Edition: http://tuprints.ulb.tu-darmstadt.de/4342/]
[Techreport]

DKPro Similarity: An Open Source Framework for Text Similarity

Daniel Bär, Torsten Zesch, Iryna Gurevych
In: Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (System Demonstrations) (ACL 2013), p. 121-126, August 2013
Association for Computational Linguistics
[Inproceedings]

UKP-BIU: Similarity and Entailment Metrics for Student Response Analysis

Torsten Zesch, Omer Levy, Iryna Gurevych, Ido Dagan
In: Proceedings of the 7th International Workshop on Semantic Evaluation (SemEval 2013), in conjunction with the 2nd Joint Conference on Lexical and Computational Semantics (*SEM 2013), Vol. 2, p. 285-289, June 2013
Association for Computational Linguistics
[Inproceedings]

Text Reuse Detection Using a Composition of Text Similarity Measures

Daniel Bär, Torsten Zesch, Iryna Gurevych
In: Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012), p. 167-184, December 2012
[Inproceedings]

Evaluation of a Layered Approach to Question Answering over Linked Data

Sebastian Walter, Christina Unger, Philipp Cimiano, Daniel Bär
In: Proceedings of the 11th International Semantic Web Conference, p. 362-374, November 2012
[Inproceedings]

UKP: Computing Semantic Textual Similarity by Combining Multiple Content Similarity Measures

Daniel Bär, Chris Biemann, Iryna Gurevych, Torsten Zesch
In: Proceedings of the 6th International Workshop on Semantic Evaluation, held in conjunction with the 1st Joint Conference on Lexical and Computational Semantics, p. 435--440, June 2012
[Inproceedings]

A Reflective View on Text Similarity

Daniel Bär, Torsten Zesch, Iryna Gurevych
In: Proceedings of the International Conference on Recent Advances in Natural Language Processing, p. 515-520, September 2011
[Inproceedings]

Discovering Links Using Semantic Relatedness

Johannes Hoffart, Daniel Bär, Torsten Zesch, Iryna Gurevych
In: INEX 2009 Workshop Preproceedings, p. 314--325, December 2009
[Inproceedings]
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