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The Dawn of MIT Self-Adapting Language Models(SEAL)

  • Large language models have limitations in adapting to new information and refining learning strategies.
  • Self-Adapting Language Models (SEAL) empower models to proactively generate 'self-edits' for improvement.
  • SEAL's two-tiered learning process allows models to update and adapt autonomously for tasks.
  • SEAL showcases enhanced performance in knowledge incorporation and few-shot learning scenarios.

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