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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is a language model?
💡 Hint: Think about predicting the next word in a sentence.
Question 2
Easy
What does POS in POS tagging stand for?
💡 Hint: What part of the sentence are words classified by?
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What do language models primarily predict?
- The length of sentences
- The likelihood of word sequences
- The meaning of words
💡 Hint: Consider what models are used for in NLP.
Question 2
True or False: POS tagging only categorizes nouns.
- True
- False
💡 Hint: Think about the range of words in a sentence.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Create a sentence and demonstrate the POS tagging process by classifying each word accordingly.
💡 Hint: Identify the parts of speech first before classifying.
Question 2
Compare and contrast the effectiveness of n-gram language models versus neural language models in predicting word sequences.
💡 Hint: Consider the context and how each model processes sequential data.
Challenge and get performance evaluation