MCQ - QA2 - AI

MCQ - QA2 - AI

University

12 Qs

quiz-placeholder

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MCQ - QA2 - AI

MCQ - QA2 - AI

Assessment

Quiz

Computers

University

Practice Problem

Medium

Created by

Eben Sophia Paul

Used 3+ times

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12 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main limitation of the bag-of-words model in natural language processing?

Inability to handle unknown words

Ignoring word order and context

Lack of character-level analysis

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following applications is NOT suitable for the bag-of-words model?

Text classification

Spam filtering

Context analysis

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the primary purpose of stemming in natural language processing?

To convert words to their meaningful base form

To ignore word order in sentences

To improve language identification accuracy

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

In the phrase "I don't like ice cream," what would be an example of a 1-skip bigram?

"don't like"

"like ice"

"cream I"

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does Laplace (Add-One) smoothing add to every possible N-gram during training?

A count of 1

A count of 0

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the primary advantage of character-level models in language identification tasks?

Handling unknown words

Capturing word patterns

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which method considers the context and converts a word to its meaningful base form?

Stemming

Lemmatization

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