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 7 out of 11

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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.

Identifying Argumentative Discourse Structures in Persuasive Essays
Christian Stab and Iryna Gurevych
In: Alessandro Moschitti and Bo Pang and Walter Daelemans: Conference on Empirical Methods in Natural Language Processing (EMNLP 2014), p. 46-56, Association for Computational Linguistics, October 2014.

A broad-coverage collection of portable NLP components for building shareable analysis pipelines
Richard Eckart de Castilho and Iryna Gurevych
In: Nancy Ide and Jens Grivolla: Proceedings of the Workshop on Open Infrastructures and Analysis Frameworks for HLT (OIAF4HLT) at COLING 2014, p. 1--11, Association for Computational Linguistics and Dublin City University , August 2014.
http://aclanthology.info/papers/a-broad-coverage-collection-of-portable-nlp-components-for-building-shareable-analysis-pipelines.

Automatically Detecting Corresponding Edit-Turn-Pairs in Wikipedia
Johannes Daxenberger and Iryna Gurevych
In: Kristina Toutanova and Hua Wu: Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), p. 187-192, Association for Computational Linguistics, June 2014.
https://www.ukp.tu-darmstadt.de/data/discourse-analysis/wikipedia-edit-turn-pair-corpus/.

Natural Language Processing: Integration of Automatic and Manual Analysis
Richard Eckart de Castilho
February 2014.

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.

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