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cs.CL2026
Linguistic Holonomy and Statistical Watermarks: Inner Geometry of Meaning-Preserving Transformations
Daniele Corradetti
Statistical watermarks for language models live in the freedom of the signifier: they choose among tokens that are nearly equivalent in meaning, and they are therefore eroded by ex…
cs.CL2025
Linguistic Loops and Geometric Invariants as a Way to Pre-Verbal Thought?
Daniele Corradetti, Alessio Marrani
In this work we introduce the concepts of linguistic transformation, linguistic loop and semantic deficit. By exploiting Lie group theoretical and geometric techniques, we define i…