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Image Credit: Arxiv

Are Transformers Able to Reason by Connecting Separated Knowledge in Training Data?

  • Humans exhibit remarkable compositional reasoning by integrating knowledge from various sources.
  • New research explores whether Transformers can replicate this skill.
  • The study introduces a synthetic learning task called FTCT.
  • Transformers demonstrate the ability to perform compositional reasoning on FTCT by integrating knowledge fragments.

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