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General Architecture for Text Engineering (GATE) is a Java suite of natural language processing (NLP) tools for man tasks, including information extraction in many languages. [1] It is now used worldwide by a wide community of scientists, companies, teachers and students. It was originally developed at the University of Sheffield beginning in 1995.
Open Language Tools is a Java project released by Sun Microsystems under the terms of Sun's CDDL (a GPL-incompatible free software license). [1]Open Language Tools are intended for people who are involved in translation of software and documentation into different natural languages (localisation engineers, translators, etc.).
The Apache OpenNLP library is a machine learning based toolkit for the processing of natural language text. It supports the most common NLP tasks, such as language detection, tokenization, sentence segmentation, part-of-speech tagging, named entity extraction, chunking, parsing and coreference resolution.
Introduction and creation of language metamodel and ontology are efficient however empirical solutions. An explicit formalization of natural-languages semantics without confusions with implicit assumptions such as closed-world assumption (CWA) vs. open-world assumption , or subjective Yes/No vs. objective True/False is expected for the ...
Natural language generation (NLG) is a software process that produces natural language output. A widely-cited survey of NLG methods describes NLG as "the subfield of artificial intelligence and computational linguistics that is concerned with the construction of computer systems that can produce understandable texts in English or other human languages from some underlying non-linguistic ...
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The Natural Language Toolkit, or more commonly NLTK, is a suite of libraries and programs for symbolic and statistical natural language processing (NLP) for English written in the Python programming language. It supports classification, tokenization, stemming, tagging, parsing, and semantic reasoning functionalities. [4]
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