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Image Credit: Arxiv

An extension of linear self-attention for in-context learning

  • In-context learning is a key characteristic of transformers.
  • Self-attention mechanism in transformers lacks flexibility in certain tasks.
  • Linear self-attention is extended by introducing a bias matrix.
  • The extended linear self-attention enables flexible matrix manipulations.

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