What is ‘attention mechanism’ and what problem did it solve in sequence models?

AI Fundamentals Medium

AI Fundamentals — Medium

What is ‘attention mechanism’ and what problem did it solve in sequence models?

Key points

  • Attention mechanism prioritizes relevant information
  • Solves the bottleneck of fixed-length context vectors
  • Improves sequence model performance by focusing on key elements

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