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Which of the following is a common type of language model?

easy📝 Conceptual Q2 of 15
NLP - Text Generation
Which of the following is a common type of language model?
AN-gram model
BDecision tree model
CLinear regression model
DK-means clustering model
Step-by-Step Solution
Solution:

  1. Step 1: Recall common language model types

    N-gram models are widely used to predict the next word based on previous n-1 words.

  2. Step 2: Eliminate unrelated models

    Decision trees, linear regression, and k-means are not typical language models but used for other tasks.

  3. Final Answer:

    N-gram model -> Option A

  4. Quick Check:

    Common language model = N-gram [OK]
Quick Trick: N-gram models predict words using previous words [OK]
Common Mistakes:
MISTAKES
  • Choosing decision trees for language modeling
  • Confusing regression with language modeling
  • Mixing clustering with language modeling

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