DKPro Keyphrases

DKPro Keyphrases is a collection of software components for keyphrases extraction based on Apache UIMA Framework and DKPro Core. This project was initiated by the Ubiquitous Knowledge Processing Lab (UKP) at the Technische Universität Darmstadt, Germany under the auspices of Prof. Dr. Iryna Gurevych. This work has been suppported by the German Federal Ministry of Education and Research (BMBF) within the context of the Software Campus project Open Window under grant No. 01|S12054. The UKP Labs assumes responsibility for the content.

This set of software components implement powerful state-of-the-art keyphrase extractions techniques, as it also presents new ones being developed at UKP Labs. These components are being developed and released continuously. Since it is build heavily on uimaFIT, it permits a rapid and easy development of pipelines which uses keyphrase extraction.

The modules from DKPro Keyphrases are released under ASL and GPL licenses.

Downloads

DKPro Keyphrases is maintained on GitHub:

Experimental code about decompounding for keyphrase extraction are available here:

Publications

DKPro Keyphrases: Flexible and Reusable Keyphrase Extraction Experiments

Nicolai Erbs and Pedro Bispo Santos and Iryna Gurevych and Torsten Zesch
In: Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics. System Demonstrations, p. 31-26, June 2014.

 

Counting What Counts: Decompounding for Keyphrase Extraction
Nicolai Erbs and Pedro Bispo Santos and Torsten Zesch and Iryna Gurevych
In: Proceedings of the workshop for Novel Computational Approaches to Keyphrase Extraction co-located with ACL 2015, July 2015. 
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