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Fang Li

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#artificial intelligence Preprint Sep 2026

RiLM: Parameter-Efficient Language Modeling via Geodesic Decoding

Penn Treebank and a 10k-vocabulary stress test confirm that geodesic decoding transfers across corpora and larger |V|, while hyperbolic curvature helps selectively, and characterize boundary collapse in naive hyperbolic recurrence and show how Mobius stabilization restores trainability.

Fang Li · 0 citations