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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Shibasish Dasgupta

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Open access Jul 2026

Characterizing LLM performance via a Bayesian lens

A hierarchical Bayesian Beta-Binomial framework for uncertainty-aware evaluation of LLMs on multiple-choice datasets, providing deeper insights into accuracy, consistency, and heterogeneity essential for reliable model benchmarking.

Giannis Manousaridis, John G. Samuelsson, B. Emir et al. · 0 citations

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