Stanford CoreNLP

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Stanford CoreNLP provides a set of natural language analysis tools which take raw English language text input and provide the base forms of words, their parts of speech (i.e. names of companies, people, normalize dates, times, numeric quantities, etc.) and mark up the structure of sentences in terms of phrases and word dependencies, indicating which noun phrases refer to the same entities. Stanford CoreNLP is an integrated framework, making it very easy to apply multiple language analysis tools to a piece of text. Starting from plain text, all the tools can be run simultaneously with just two lines of code.

Stanford CoreNLP Group's tools:

Parser, 05-230

Name Entity Recognizer (NER), 05-384

Part-of-Speech (POS) Tagger, 08-356

Classifier, 09-165

Word Segmenter, 09-164