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Explaining the Mechanisms of Compositionality of Small Transformers
Compositionality is the principle of analyzing a complex expression through its subparts, or through a composition of smaller, simpler functions. In theories of learning, it is often considered a necessary component of generalization, as it is a much more flexible strategy than memorization. This ha
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