Kiarash Rezaei

Human Grounded Evaluation of Large Language Models for Optical Network Automation

Kiarash Rezaei, Omran Ayoub, Paolo Monti, Carlos Natalino

Large language models (LLMs) are increasingly adopted for network automation, yet their output quality and inference cost can vary substantially across LLM families. We present HuGLEN, a stepwise evaluation pipeline that uses an LLM-as-a-judge together with a small set of expert…Read more