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.
openreview
Numbers Already Carry Their Own Embeddings
Embedding of numbers

Why LLMs make silly math mistakes? This may be the biggest cause.

Sep 30, 2025