NLP Basics Quiz 2 > Data AI Revolution

NLP Basics Quiz 2

This is the second quiz in the NLP Basics series, featuring new questions about tokenization, sequence-to-sequence tasks, stemming vs. lemmatization, and other core NLP concepts. With 10 multiple-choice questions, some of which have more than one correct answer, this quiz aims to strengthen your foundational understanding of NLP

1 / 10

Which of the following tasks is NOT a common application of NLP?

Machine translation

Image classification

Text summarization

Sentiment analysis

2 / 10

Which of the following methods can be used for text classification?

K-Means

Random Forest

Naive Bayes

Logistic Regression

3 / 10

What is the main difference between stemming and lemmatization?

Stemming removes suffixes; lemmatization converts words to their base form

Stemming is more accurate than lemmatization

Stemming converts words to their root form; lemmatization performs sentiment analysis

Stemming uses a dictionary; lemmatization cuts off prefixes

4 / 10

Which of the following is a challenge in natural language understanding (NLU)?

Visualizing large datasets

High dimensionality of text data

Ambiguity in human language

Parsing structured data

5 / 10

What is the Bag of Words (BoW) model used for in NLP?

Predicting the next word in a sequence

Converting a text into a set of word counts

Translating text between languages

Representing text data in a structured format

6 / 10

What is the primary purpose of tokenization in NLP?

Translating text into another language

Identifying parts of speech

Breaking text into sentences

Dividing text into words or subwords

7 / 10

Which of the following are the examples of a sequence-to-sequence NLP task?

Machine translation

Text summarization

Sentiment analysis

Named Entity Recognition (NER)

8 / 10

Which of the following techniques helps improve the performance of language models?

Convolution

Stemming

Lemmatization

Regularization

9 / 10

What is a stop word in NLP?

10 / 10

Which of the following are popular pre-trained NLP models?

GPT

LSTM

BERT

ResNet

Your score is

The average score is 0%

0%

NLP Basics Quiz 2

Related

Gen Ai Advanced Quiz 8

Gen Ai Advanced Quiz 7

Gen Ai Medium Level Quiz 6

Leave a Reply Cancel reply

Gen Ai Advanced Quiz 8

Gen Ai Advanced Quiz 7

Gen Ai Medium Level Quiz 6

Gen AI Medium Level Quiz 5

NLP Expert Level Quiz 10

Related

More Stories

Leave a Reply Cancel reply

You may have missed