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Linguistics and Text Processing Concepts

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Linguistics and Text Processing Concepts

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Questions and Answers

What is the purpose of Transformer Neural Networks?

Predicting future text (correct)

Classifying text data

Summarizing text passages

Generating human-like text

Which step in text processing involves dividing sentences into smaller units known as tokens?

Text Tokenization (correct)

Text Cleaning

Text Normalizing

Text Lemmatization

What is the primary goal of Text Lemmatization?

Removing stopwords

Reducing words to their base form (correct)

Tokenizing text data

Standardizing text

What is the main purpose of Text Normalizing in text cleaning techniques?

Converting text to lowercase Signup and view all the answers

What do Stopwords refer to in the context of text processing?

Words that add noise to the data Signup and view all the answers

What does morphology refer to in text processing?

The internal structure of words Signup and view all the answers

Which step in text processing involves cleaning and converting text data into a readable format?

Preprocessing Signup and view all the answers

What is the purpose of semantic analysis in text processing?

Understanding the meaning behind text data Signup and view all the answers

What is the main focus of discourse analysis in text processing?

Understanding the context in which text is used Signup and view all the answers

Which type of model is used to describe probabilistic relationships between current and hidden states?

Hidden Markov Models Signup and view all the answers