Description
A collection of software components for natural language processing (NLP) based on the Apache UIMA framework. Many NLP tools are already freely available in the NLP research community. DKPro Core provides Apache UIMA components wrapping these tools (and some original tools) so they can be used interchangeably in UIMA processing pipelines. DKPro Core builds heavily on uimaFIT which allows for rapid and easy development of NLP processing pipelines, for wrapping existing tools and for creating original UIMA components.
DKPro Core alternatives and similar libraries
Based on the "Natural Language Processing" category
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CoreNLP
Stanford's CoreNLP provides a set of fundamental tools for tasks like tagging, named entity recognition, sentiment analysis and many more. -
Mallet
Statistical natural language processing, document classification, clustering, topic modeling and more. -
DKPro
Collection of reusable NLP tools for linguistic pre-processing, machine learning, lexical resources, etc. -
LingPipe
Toolkit for a variety of tasks ranging from POS tagging to sentiment analysis.
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DKPro CorevsCoreNLP
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DKPro CorevsApache OpenNLP
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