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Within-Class Convergence:Aslincreases, ∥∥h(l)(x1)−h (l)(x2)∥∥ →0 forx 1, x2 in the same class

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cs.LG 1

years

2025 1

verdicts

CONDITIONAL 1

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MEPT: Mixture of Expert Prompt Tuning as a Manifold Mapper

cs.LG · 2025-08-31 · conditional · novelty 5.0

MEPT routes each input through one of several per-layer prompt experts plus a shared expert, reporting modest accuracy gains and a 79% cut in activated prompt parameters on SuperGLUE.

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  • MEPT: Mixture of Expert Prompt Tuning as a Manifold Mapper cs.LG · 2025-08-31 · conditional · none · ref 1

    MEPT routes each input through one of several per-layer prompt experts plus a shared expert, reporting modest accuracy gains and a 79% cut in activated prompt parameters on SuperGLUE.