Bird
0
0

What does an n-gram language model primarily do?

easy📝 Conceptual Q11 of 15
NLP - Text Generation
What does an n-gram language model primarily do?
APredict the next word based on previous words
BTranslate text from one language to another
CGenerate images from text descriptions
DDetect the sentiment of a sentence
Step-by-Step Solution
Solution:

  1. Step 1: Understand the purpose of n-gram models

    N-gram models look at sequences of words to predict what comes next.

  2. Step 2: Identify the main function

    They use previous words to guess the next word in a sentence.

  3. Final Answer:

    Predict the next word based on previous words -> Option A

  4. Quick Check:

    N-gram models predict next word = A [OK]
Quick Trick: N-grams predict next word from previous words [OK]
Common Mistakes:
MISTAKES
  • Confusing n-gram with translation models
  • Thinking n-grams generate images
  • Mixing up sentiment analysis with n-grams

Want More Practice?

15+ quiz questions · All difficulty levels · Free

Free Signup - Practice All Questions
More NLP Quizzes
Sentiment Analysis Advanced - Aspect-based sentiment analysis - Quiz 8hard Sentiment Analysis Advanced - Fine-grained sentiment (5-class) - Quiz 9hard Sequence Models for NLP - Why sequence models understand word order - Quiz 3easy Sequence Models for NLP - LSTM for text - Quiz 5medium Sequence Models for NLP - LSTM for text - Quiz 3easy Sequence Models for NLP - Why sequence models understand word order - Quiz 6medium Text Generation - Temperature and sampling - Quiz 8hard Text Generation - Evaluating generated text (BLEU, ROUGE) - Quiz 1easy Text Similarity and Search - Edit distance (Levenshtein) - Quiz 8hard Word Embeddings - Why embeddings capture semantic meaning - Quiz 2easy