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First stage— attributive constituent assignment: p(Dν |C w) = Γ(λ) Γ(n+λ) νY j=1 Γ(nj +λ/w) Γ(λ/w)

Model 2: Dyadic Likelihood (Hilpinen):For dyadic languages, the likelihood decomposes into two stages via an E-distributionD ν, which assigns each observed individual to an attribu

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Goal-Oriented Semantic Communication for Logical Decision Making

cs.IT · 2026-04-21 · unverdicted · novelty 6.0

A first-order logic grounded semantic communication framework that transmits only decision-critical clauses via semantic rate-distortion and information bottleneck principles while preserving logical verifiability.

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  • Goal-Oriented Semantic Communication for Logical Decision Making cs.IT · 2026-04-21 · unverdicted · none · ref 30

    A first-order logic grounded semantic communication framework that transmits only decision-critical clauses via semantic rate-distortion and information bottleneck principles while preserving logical verifiability.