Practice Language Models And Part-of-speech (pos) Tagging (8.3)

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6 sample questions

Question 1.
What is a language model?
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Think about predicting the next word in a sentence.
Question 2.
What does POS in POS tagging stand for?
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What part of the sentence are words classified by?
3Question 3.
What do language models primarily predict?
- The length of sentences
- The likelihood of word sequences
- The meaning of words
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Consider what models are used for in NLP.
4Question 4.
True or False: POS tagging only categorizes nouns.
- True
- False
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Think about the range of words in a sentence.
Question 5.
Create a sentence and demonstrate the POS tagging process by classifying each word accordingly.
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Identify the parts of speech first before classifying.
Question 6.
Compare and contrast the effectiveness of n-gram language models versus neural language models in predicting word sequences.
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Consider the context and how each model processes sequential data.

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