What are the phases of NLP?

Question

What are the NLP phases?

Answer 1

The various stages of natural language processing (NLP) can be broadly categorized as follows: 

• Text Preprocessing- The raw text data is cleaned and formatted to be suitable for NLP algorithms.

• Tokenization- The text is broken down into individual words, phrases, or other meaningful units called tokens. 

• Part-of-speech Tagging - Assigns each word in the text a corresponding part of speech.

•  Parsing - Involves analyzing the grammatical structure of a sentence, including identifying the subject, object, and verb phrases.

•  Named Entity Recognition - Involves identifying and classifying named entities such as people, organizations, and locations in the text. 

• Sentiment Analysis - Analyzes the tone, emotion, and attitude expressed in a text. 

• Text Summarization - Condenses a large amount of text into a shorter summary while retaining the key information. 

• Machine Translation  - Translates text from one language to another.

If you want to explore NLP, then check out this video below for more information -