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Many of these are found in the Natural Language Toolkit, or NLTK, an open source collection of your local library, programs, and schooling helpful building NLP programs. This tends to make it problematic to be able to not only locate a large corpus, but additionally annotate your own data — just about all NLP tokenization resources don’t support numerous languages. Human language is insanely complicated, with” “their sarcasm, synonyms, slang, and industry-specific terms. The main problem of NLP is the understanding and building of elements within a variable context. In a natural language, words are special but can possess different meanings based on the context causing ambiguity on the lexical, syntactic, and semantic ranges.

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