Learning Path
Question & Answer
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Knowledge Transfer
Sentence Similarity
Feature Extraction
Data Compression
Understanding the Answer
Let's break down why this is correct
Contextual embeddings are built to understand how words fit together in a sentence. Other options are incorrect because The idea here is that embeddings could help pass knowledge from one task to another; Embeddings do pull useful pieces from language, but that is not the main goal.
Key Concepts
Attention Mechanisms
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Deep Dive: Attention Mechanisms
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Definition
Attention mechanisms play a crucial role in sequence modeling by allowing dependencies to be modeled without considering their distance in input or output sequences. They enhance the performance of models by capturing relevant information effectively.
Topic Definition
Attention mechanisms play a crucial role in sequence modeling by allowing dependencies to be modeled without considering their distance in input or output sequences. They enhance the performance of models by capturing relevant information effectively.
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