Question

explain different componentsof natural language processing​

Answer 1

Answer:

Components of NLP

There are two components of NLP as given −

Natural Language Understanding (NLU)

Understanding involves the following tasks −

Mapping the given input in natural language into useful representations.

Analyzing different aspects of the language.

Natural Language Generation (NLG)

It is the process of producing meaningful phrases and sentences in the form of natural language from some internal representation.

It involves −

Text planning − It includes retrieving the relevant content from knowledge base.

Sentence planning − It includes choosing required words, forming meaningful phrases, setting tone of the sentence.

Text Realization − It is mapping sentence plan into sentence structure.

The NLU is harder than NLG.

Answer 2

Answer:

Natural Language Generation (NLG)

It is the process of producing meaningful phrases and sentences in the form of natural language from some internal representation. Text planning − It includes retrieving the relevant content from knowledge base. ... Text Realization − It is mapping sentence plan into sentence structure.

Five main Component of Natural Language processing are:

•Morphological.

•Lexical Analysis.

•Syntactic Analysis.

•Pragmatic Analysis.Aug 20, 2020