Linguistics and Text Processing Concepts

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10 Questions

What is the purpose of Transformer Neural Networks?

Predicting future text

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

Text Tokenization

What is the primary goal of Text Lemmatization?

Reducing words to their base form

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

Converting text to lowercase

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

Words that add noise to the data

What does morphology refer to in text processing?

The internal structure of words

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

Preprocessing

What is the purpose of semantic analysis in text processing?

Understanding the meaning behind text data

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

Understanding the context in which text is used

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

Hidden Markov Models

This quiz covers concepts in linguistics such as morphology, syntax, semantics, and discourse analysis. It also explores the basic steps in text processing, starting from input data.

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