NLP Basic Quiz 1 > Data AI Revolution

NLP Basics Quiz 1

This quiz is designed for beginners who are just starting with NLP (Natural Language Processing). You'll be tested on basic NLP concepts such as tokenization, text pre-processing, models, and more. There are 10 questions in total, and some might have multiple correct answers. Make sure to read each question carefully before submitting!

1 / 10

Which library is commonly used for NLP tasks in Python?

Scikit-learn

Numpy

Pandas

NLTK

2 / 10

What is the purpose of 'stemming' in NLP?

To tokenize sentences

To detect emotions in text

To reduce words to their root form

To improve grammar in sentences

3 / 10

Which of the following are common tasks in NLP?

Machine translation

Tokenization

Object detection

Sentiment analysis

4 / 10

What is word embedding in NLP?

A technique to convert words into numerical vectors

A method to detect word spelling errors

A text summarization technique

A way to group similar words together

5 / 10

In NLP, a 'stop word' refers to?

Words that are key to understanding text

Words that need special attention in text analysis

Words that are commonly used but add little meaning to the sentence

Words that are misspelled

6 / 10

Which of the following are examples of pre-processing in NLP?

Summarizing text

Lemmatization

Lowercasing text

Removing stop words

7 / 10

In NLP, what is 'tokenization'?

Splitting a sentence into words or subwords

Removing punctuation from text

Combining multiple words into one

Translating text into another language

8 / 10

Which models are commonly used for text generation?

GPT

LSTM

YOLO

ResNet

9 / 10

What does NLP stand for in the context of AI?

None of these

Natural Logic Programming

Neural Linguistic Processing

Natural Language Processing

10 / 10

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

Decision Trees

Support Vector Machines (SVM)

Naive Bayes

Convolutional Neural Networks (CNN)

Your score is

The average score is 20%

0%

NLP Basic Quiz 1

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