Nishit Singh
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2026
Emergent Ordinal Geometry in Transformers Trained on Local Comparisons
The paper demonstrates that Transformers trained on local comparisons implicitly learn a global, one-dimensional ordinal structure, mirroring the human ability to perform transitive inference.
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