Chapter 6 AI NLP

The main two categories of NLP are Voice / Speech

• and Text recognition

• True

• False

Natural Language Processing (NLP) is a field of artificial intelligence that focuses on the interaction between computers and human language.

• True

• False

Which statement is true for NLP?

• • NLP is a branch of artificial intelligence that deals with the interaction between computers and software using the natural language.​

• It involves enabling computers to understand, interpret, and generate human language in a valuable and meaningful way.

• Natural Language Understanding(NLU) is a part of NLP used for understanding spoken or written language

• Natural Language Generation(NLG) is a part of NLP used for generating conservation or content from data

Natural Language Generation can be used to summarize a long document. (EXTRA)

• True

• False

NLP is AI.

• True

• False

The four-step of NLP is

• Speech Recognition > NLU > NLG> Speech Synthesis

• Speech Recognition > Speech Synthesis > NLU > NLG

• Speech Recognition > NLU > Speech Synthesis > NLG

• Speech Synthesis > NLU > NLG > Speech Recognition

What challenge can be in NLP?

• ambiguity of the meaning of words

• Ascent

• Similar pronounce word

• Grammar

• Understand

Which statement is FALSE to NLP?

• NLP using algorithms to identify and extract the natural language rules

• NLP utilize algorithms to extract meaning associated with every sentence and collect the essential data from them.​

• Stage of NLP:

  1.Text Preprocessing

  2.Feature Extraction

  3.Model Building

  4.Natural Language Understanding

  5.Natural Language Generation

  6.Evaluation and Refinement

  7.Application Integration

  8.Continuous Learning

• NLP is used in Google, Microsoft work, and Camera

Google is using the SCO algorithm in its search engine.

• True

• False

NLP is Natural Language Processing​

• True

• False