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?

NLTK

Pandas

Numpy

Scikit-learn

2 / 10

What is word embedding in NLP?

A method to detect word spelling errors

A technique to convert words into numerical vectors

A text summarization technique

A way to group similar words together

3 / 10

What does NLP stand for in the context of AI?

Neural Linguistic Processing

Natural Language Processing

None of these

Natural Logic Programming

4 / 10

Which models are commonly used for text generation?

GPT

ResNet

LSTM

YOLO

5 / 10

What is the purpose of 'stemming' in NLP?

To improve grammar in sentences

To detect emotions in text

To tokenize sentences

To reduce words to their root form

6 / 10

In NLP, what is 'tokenization'?

Translating text into another language

Splitting a sentence into words or subwords

Combining multiple words into one

Removing punctuation from text

7 / 10

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

Support Vector Machines (SVM)

Convolutional Neural Networks (CNN)

Naive Bayes

Decision Trees

8 / 10

Which of the following are common tasks in NLP?

Tokenization

Machine translation

Sentiment analysis

Object detection

9 / 10

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

Lowercasing text

Removing stop words

Summarizing text

Lemmatization

10 / 10

In NLP, a 'stop word' refers to?

Words that need special attention in text analysis

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

Words that are misspelled

Words that are key to understanding text

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NLP Basic Quiz 1

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