Language Model Quiz

What is a Unigram Language Model primarily used for?

• Generating random text

• Identifying parts of speech

• Counting sentences in a text

• Counting words in corpora

Which technique is used to improve the performance of N-grams?

• Tokenization

• Smoothing

• Clustering

• Segmentation

What does Named Entity Recognition focus on?

• Generating natural language

• Identifying grammatical structures

• Recognizing named entities in text

• Counting word frequencies

Which model is associated with Hidden Markov Models?

• Probabilistic Model

• Unigram Model

• Statistical Language Model

• N-gram Model

What is the purpose of Morphology in Natural Language Processing?

• Analyzing sentence structure

• Identifying language patterns

• Studying word forms and their meanings

• Generating coherent text