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Natural language processing (NLP) is a subfield of computer science and especially artificial intelligence.It is primarily concerned with providing computers with the ability to process data encoded in natural language and is thus closely related to information retrieval, knowledge representation and computational linguistics, a subfield of linguistics.
The processing units that they connect may receive input from a number of different sources, which allows the knowledge that guides processing to be completely local while, at the same time, allowing the results of processing at one level to influence processing at other levels, both above and below.
Semantic processing is the deepest level of processing and it requires the listener to think about the meaning of the cue. Studies on brain imaging have shown that, when semantic processing occurs, there is increased brain activity in the left prefrontal regions of the brain that does not occur during different kinds of processing. One study ...
Reading comprehension involves two levels of processing, shallow (low-level) processing and deep (high-level) processing.. Deep processing involves semantic processing, which happens when we encode the meaning of a word and relate it to similar words.
Indeed, this framework has been fruitful on a number of levels. For a start, it has given birth to a new discipline, known as natural language processing (NLP), or computational linguistics (CL). This discipline studies, from a computational perspective, all levels of language from the production of speech to the meanings of texts and dialogues.
[132] [133] [134] Children’s linguistic accomplishments are all the more impressive with recognition of the diversity that exists at every level of the language system. [135] Different levels of grammar interact in language-specific ways so that differences in morphosyntax build on differences in prosody, which in turn reflect differences in ...
The production of spoken language involves three major levels of processing: conceptualization, formulation, and articulation. [1] [8] [9] The first is the processes of conceptualization or conceptual preparation, in which the intention to create speech links a desired concept to the particular spoken words to be expressed. Here the preverbal ...
A set of NLP sentences, with associated ontology defined, can also be used as a pseudo code that does not provide the details in any underlying high level programming language. In such an application the sentences used become high level abstractions (conceptualisations) of computing procedures that are computer language and machine independent.