Practice - Language Models and Part-of-Speech (POS) Tagging
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Practice Questions
Test your understanding with targeted questions
What is a language model?
💡 Hint: Think about predicting the next word in a sentence.
What does POS in POS tagging stand for?
💡 Hint: What part of the sentence are words classified by?
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What do language models primarily predict?
💡 Hint: Consider what models are used for in NLP.
True or False: POS tagging only categorizes nouns.
💡 Hint: Think about the range of words in a sentence.
1 more question available
Challenge Problems
Push your limits with advanced challenges
Create a sentence and demonstrate the POS tagging process by classifying each word accordingly.
💡 Hint: Identify the parts of speech first before classifying.
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.
Get performance evaluation
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