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What is the main advantage of using pre-trained embeddings?
Practice Questions
Q1
What is the main advantage of using pre-trained embeddings?
They require no training
They are always more accurate
They save computational resources and time
They can only be used for specific tasks
Questions & Step-by-Step Solutions
What is the main advantage of using pre-trained embeddings?
Steps
Concepts
Step 1: Understand what pre-trained embeddings are. They are representations of words or phrases that have been trained on large datasets.
Step 2: Recognize that training embeddings from scratch requires a lot of data and computing power.
Step 3: Realize that pre-trained embeddings have already learned useful information from their training on large datasets.
Step 4: Acknowledge that using pre-trained embeddings means you don't have to start from zero, saving time and resources.
Step 5: Conclude that the main advantage is efficiency, as you can use existing knowledge instead of building it yourself.
No concepts available.
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