Natural Language Processing Quiz

What is the core goal of Natural Language Processing (NLP)?

• To create new languages

• To develop hardware for language processing

• To analyze only written text

• To bridge the gap between human communication and machine understanding

Which of the following applications is powered by NLP?

• Image recognition

• Machine translation

• Data encryption

• Network security

What does NLP stand for?

• Neural Linguistic Processing

• Natural Linguistic Programming

• Neural Language Programming

• Natural Language Processing

Which model is increasingly driving NLP advancements?

• Support Vector Machines

• Recurrent Neural Networks

• Transformer-based models

• Decision Trees

What was introduced by Claude Shannon in the field of information theory?

• The concept of deep learning

• The noisy channel model

• The Turing test

• The concept of neural networks

During which period did the Symbolic vs. Stochastic divide emerge?

• 1940s–50s

• 1983–1993

• 1957–1970

• 1970–1983

What is a Hidden Markov Model (HMM) primarily used for?

• Data encryption

• Speech recognition

• Web development

• Image processing

Which of the following is NOT a challenge in NLP?

• Homonyms

• Contextual words and phrases

• Irony and sarcasm

• Machine learning

What does the term 'tokenization' refer to in NLP?

• Converting text into speech

• Identifying parts of speech

• Dividing text into sentences and words

• Analyzing grammatical structure

What is the focus of the Stochastic/Empirical Approach in NLP?

• Focusing on syntax

• Using grammar rules

• Emphasizing speech processing

• Using probability and statistics