Practice - Contextual Embeddings
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Practice Questions
Test your understanding with targeted questions
What is the main advantage of contextual embeddings over static embeddings?
💡 Hint: Think about meaning changes in different sentences.
Give an example of a word with different meanings in different contexts.
💡 Hint: Consider how the surrounding words change the meaning.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What do contextual embeddings help in determining?
💡 Hint: Think about how each sentence can change a word's meaning.
BERT is a model that processes text bi-directionally.
💡 Hint: Consider the way it reads word order.
1 more question available
Challenge Problems
Push your limits with advanced challenges
Provide a multifaceted sentence using the word 'bark' and explain how contextual embeddings would differentiate its meanings.
💡 Hint: Identify which phrase provides the key context.
Explain how GPT could be improved using feedback from its contextual outputs in conversational applications.
💡 Hint: Consider the feedback loops in conversational AI.
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