Instruction: Discuss what attention mechanisms are and why they are important in the context of neural networks.
Context: This question tests the candidate's understanding of advanced neural network architectures and their components.
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The way I'd explain it in an interview is this: Attention gives the model a way to focus selectively on the most relevant parts of the input instead of compressing everything into one uniform representation. In sequence tasks, that matters because the...
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