DKPro Core

DKPro Core is a collection of software components for natural language processing (NLP) based on the Apache UIMA framework. The provided components wrap a constantly growing set of stand-of-the-art NLP tools and also include several original components covering a wide range of tasks including: tokenization/segmentation, compound splitting, stemming, part-of-speech tagging, lemmatization, constituency parsing, dependency parsing, named entity recognition, coreference resolution, language identification, spelling correction, grammar checking, and support for reading and writing various file and corpus formats.

Downloads

DKPro Core offers two sets of components:

DKPro Core relies heavily on  uimaFIT. DKPro Core is meant to be used with Apache Maven. The main components are hosted on  Maven Central while distributable models are available from the public  Maven repository at UKP Lab.

Publications

Displaying results 1 to 6 out of 6

Hierarchy Identification for Automatically Generating Table-of-Contents
Nicolai Erbs and Iryna Gurevych and Torsten Zesch
In: Galia Angelova and Kalina Bontcheva and Ruslan Mitkov: Proceedings of 9th Conference on Recent Advances in Natural Language Processing (RANLP 2013), p. 252-260, INCOMA Ltd., September 2013. ISSN 1313-8502.

The Practitioner's Cookbook for Linked Lexical Resources
Iryna Gurevych and Judith Eckle-Kohler
Notes for UBY tutorial held at RANLP 2013 in Hissar, Bulgaria, September 2013.

Bringing Order to Digital Libraries: From Keyphrase Extraction to Index Term Assignment
Nicolai Erbs and Iryna Gurevych and Marc Rittberger
In: D-Lib Magazine, vol. 19, no. 9/10, p. 1-16, September 2013.
http://www.dlib.org/dlib/september13/erbs/09erbs.print.html.

The Practitioner's Cookbook for Linked Lexical Resources
Judith Eckle-Kohler and Iryna Gurevych
Notes for UBY tutorial held at GSCL 2013 in Darmstadt, Germany, September 2013.
gscl2013.ukp.informatik.tu-darmstadt.de/de/gscl-2013/tutorials/the-practitioners-cookbook-for-linked-lexical-resources/.

DKPro-UGD: A Flexible Data-Cleansing Approach to Processing User-Generated Discourse
Richard Eckart de Castilho and Iryna Gurevych
In: Online-proceedings of the First French-speaking meeting around the framework Apache UIMA, July 2009.
http://e.nicolas.hernandez.free.fr/pub/rec/09/RMLL-cfp-en.html.

Darmstadt Knowledge Processing Repository Based on UIMA
Iryna Gurevych and Max Mühlhäuser and Christof Müller and Jürgen Steimle and Markus Weimer and Torsten Zesch
In: Proceedings of the First Workshop on Unstructured Information Management Architecture at Biannual Conference of the Society for Computational Linguistics and Language Technology, April 2007.

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