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 word embedding in NLP?

A text summarization technique

A method to detect word spelling errors

A way to group similar words together

A technique to convert words into numerical vectors

2 / 10

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

Naive Bayes

Support Vector Machines (SVM)

Convolutional Neural Networks (CNN)

Decision Trees

3 / 10

What is the purpose of 'stemming' in NLP?

To detect emotions in text

To reduce words to their root form

To tokenize sentences

To improve grammar in sentences

4 / 10

In NLP, what is 'tokenization'?

Removing punctuation from text

Combining multiple words into one

Splitting a sentence into words or subwords

Translating text into another language

5 / 10

Which library is commonly used for NLP tasks in Python?

Scikit-learn

NLTK

Numpy

Pandas

6 / 10

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

Lowercasing text

Lemmatization

Summarizing text

Removing stop words

7 / 10

Which of the following are common tasks in NLP?

Object detection

Tokenization

Machine translation

Sentiment analysis

8 / 10

In NLP, a 'stop word' refers to?

Words that are misspelled

Words that are key to understanding text

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

Words that need special attention in text analysis

9 / 10

What does NLP stand for in the context of AI?

Natural Logic Programming

Neural Linguistic Processing

None of these

Natural Language Processing

10 / 10

Which models are commonly used for text generation?

ResNet

LSTM

GPT

YOLO

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NLP Basic Quiz 1

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