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AI4Math
Numbers Already Carry Their Own Embeddings
We present Adelic Operation-preserved Embedding (AOE), a training-free numerical representation that combines real and p-adic components to preserve additive and multiplicative structure, dropping seamlessly into standard Transformers.
Suhyun Bae
,
Donghun Lee
openreview
Embedding of numbers
Why LLMs make silly math mistakes? This may be the biggest cause.
Sep 30, 2025
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