Statistical Natural Language Processing
First Online: 02 December 2014
) is a field of artificial intelligence concerned with the interactions between computers and human (natural) languages. It refers to a technology that creates and implements ways of executing various tasks concerning natural language (such as designing natural language based interfaces with databases, machine translation, etc.). NLP applications belong to three main categories:
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Text-based applications (such as knowledge acquisition, information retrieval, information extraction, text summarization, machine translation, etc.)
Dialog-based applications (such as learning systems, question answering systems, etc.)
Speech processing (although NLP may refer to both text and speech, work on speech processing has gradually evolved into a separate field)
Natural language engineering deals with the implementation of large-scale natural language–based systems. It refers to the related field of Human Language Technology (HLT).
NLP represents a difficult...