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Natural Language Processing Quiz

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Natural Language Processing Quiz
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20 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main goal of Natural Language Processing (NLP)?

Translate human language into computer code

Create new programming languages

Bridge the gap between human communication and machine understanding

Improve image recognition accuracy

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is NOT a core area of NLP?

Speech recognition

Machine translation

Image segmentation

Text processing

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Why is text preprocessing important in NLP?

It removes valuable insights

It makes the text harder to interpret

It reduces data quality

It cleans messy data and improves model accuracy

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does tokenization do?

Encrypts the text

Splits text into smaller units like words or sentences

Translates text into another language

Summarizes long texts

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which type of tokenization is used by models like BERT or GPT?

Sentence tokenization

Word tokenization

Subword tokenization

Character tokenization

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the risk of removing all stopwords during preprocessing?

It makes training faster

It increases vocabulary size

It can remove important words like 'not' and change meaning

It improves context understanding

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is Part-of-Speech (POS) tagging?

Removing unwanted characters from text

Splitting text into subwords

Assigning grammatical categories to each word

Detecting spam messages

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