TextBlob NLP Quiz

What does the tokenization process involve?

• Analyzing sentiment

• Splitting text into pieces called tokens

• Detecting language

• Correcting spelling

What does the sentiment property of a TextBlob return?

• A string of the text

• A Sentiment object indicating polarity and subjectivity

• The language of the text

• The word frequency count

In TextBlob, what is the process of converting words to their base forms called?

• Tokenization

• Lemmatization

• Sentiment analysis

• Translation

Which TextBlob method is used to remove common words from text?

• remove_stopwords()

• filter_words()

• delete_stopwords()

• No specific method; done using list comprehensions

Which of the following is NOT a task performed by TextBlob?

• Tokenization

• Parts-of-speech tagging

• Creating neural networks

• Sentiment analysis

Which library does TextBlob use for WordNet integration?

• SpaCy

• TensorFlow

• NLTK

• PyTorch

Which library does TextBlob build on for its NLP capabilities?

• TensorFlow

• PyTorch

• NLTK and Pattern

• SpaCy

What does the term 'corpus' mean in NLP?

• A collection of text

• A single sentence

• A predefined list of words

• A translation model

What type of word does the tag 'JJ' represent in TextBlob?

• Noun

• Verb

• Adjective

• Adverb

What is the purpose of n-grams in NLP?

• Tokenizing text

• Predicting the next word or letter

• Translating text

• Correcting grammar