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.
Alternatively, view DKPro Core alternatives based on common mentions on social networks and blogs.
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Mallet
MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text. -
CogCompNLP
CogComp's Natural Language Processing Libraries and Demos: Modules include lemmatizer, ner, pos, prep-srl, quantifier, question type, relation-extraction, similarity, temporal normalizer, tokenizer, transliteration, verb-sense, and more. -
LingPipe
Toolkit for a variety of tasks ranging from POS tagging to sentiment analysis. -
DKPro
Collection of reusable NLP tools for linguistic pre-processing, machine learning, lexical resources, etc.
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* Code Quality Rankings and insights are calculated and provided by Lumnify.
They vary from L1 to L5 with "L5" being the highest.
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Popular Comparisons
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DKPro CorevsCoreNLP
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DKPro CorevsApache OpenNLP
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DKPro CorevsLingPipe
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DKPro CorevsMallet
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DKPro CorevsCogCompNLP
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