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

What is the purpose of 'stemming' in NLP?

To detect emotions in text

To tokenize sentences

To reduce words to their root form

To improve grammar in sentences

2 / 10

Which library is commonly used for NLP tasks in Python?

Numpy

Scikit-learn

NLTK

Pandas

3 / 10

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

Decision Trees

Convolutional Neural Networks (CNN)

Naive Bayes

Support Vector Machines (SVM)

4 / 10

Which of the following are common tasks in NLP?

Object detection

Machine translation

Tokenization

Sentiment analysis

5 / 10

What does NLP stand for in the context of AI?

Natural Logic Programming

Neural Linguistic Processing

Natural Language Processing

None of these

6 / 10

In NLP, what is 'tokenization'?

Removing punctuation from text

Splitting a sentence into words or subwords

Combining multiple words into one

Translating text into another language

7 / 10

In NLP, a 'stop word' refers to?

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

Words that are key to understanding text

Words that are misspelled

Words that need special attention in text analysis

8 / 10

What is word embedding in NLP?

A way to group similar words together

A text summarization technique

A method to detect word spelling errors

A technique to convert words into numerical vectors

9 / 10

Which models are commonly used for text generation?

GPT

YOLO

ResNet

LSTM

10 / 10

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

Removing stop words

Summarizing text

Lemmatization

Lowercasing text

Your score is

The average score is 60%

0%

NLP Basic Quiz 1

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