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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

Kiarash Rezaei

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Conference Open access Jul 2026

Human-Grounded Evaluation of Large Language Models for Optical Network Automation

This work presents HuGLEN, a stepwise evaluation pipeline that uses an LLM-as-a-judge together with a small set of expert ratings to enable scalable and reproducible comparison of candidate LLMs, and to rank them using a quality efficiency score (QES).

Kiarash Rezaei, Omran Ayoub, P. Monti et al. · 0 citations

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