Practice Transformers (by Hugging Face) - 15.5.4 | 15. Natural Language Processing (NLP) | CBSE Class 11th AI (Artificial Intelligence)
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What does the Transformers library allow you to use?

💡 Hint: Consider what is needed to perform NLP without starting from scratch.

Question 2

Easy

What does BERT stand for?

💡 Hint: Think about its focus on context in text.

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 is a significant feature of the Transformers library?

  • Only supports text classification
  • Allows use of pre-trained models
  • Only available in Python

💡 Hint: Think about what makes it easier to work with NLP.

Question 2

BERT is primarily designed for which of the following tasks?

  • True
  • False

💡 Hint: Remember the tasks associated with BERT.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

How can pre-trained models be adapted for different languages and contexts in NLP?

💡 Hint: Consider the importance of training data diversity.

Question 2

Describe a scenario where using sequential models would be more beneficial than using Transformers.

💡 Hint: Think about the nature of the data being processed.

Challenge and get performance evaluation