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Introduction to Natural Language Processing (NLP)
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Introduction to Natural Language Processing (NLP)

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Questions and Answers

What is NLP?

Natural Language Processing

How does NLP work?

NLP takes new data and responds by looking for patterns using algorithms on a large dataset.

What is the main goal of NLP?

To create machines that can act like human beings.

How does NLP differ from traditional text-to-speech and speech-to-text technologies?

<p>NLP allows giving commands to computers using human languages, unlike traditional text-to-speech and speech-to-text technologies.</p> Signup and view all the answers

Give an example of a popular NLP-based virtual assistant.

<p>Alexa</p> Signup and view all the answers

What is the purpose of Natural Language Understanding (NLU) in NLP?

<p>To help the machine understand and analyze human language by extracting metadata like concept, keyword, emotions, etc.</p> Signup and view all the answers

Describe the process of sentence segmentation in NLP.

<p>Sentence segmentation is used to break a paragraph into different sentences.</p> Signup and view all the answers

Explain the concept of sentiment analysis in NLP.

<p>Sentiment analysis is the process of determining the intent and classifying sentiments into text.</p> Signup and view all the answers

What is the role of NLG (Natural Language Generation) in NLP?

<p>NLG acts as a translator that converts computerized text into natural language.</p> Signup and view all the answers

What is the purpose of Stemming and Lemmatization in NLP?

<p>They simplify words into their root forms by removing affixes.</p> Signup and view all the answers

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