SADE encodes a Cisco-style phase-gated diagnostic policy into LLM agents, delivering a 37-point root-cause F1 gain on the NIKA benchmark with 22 points attributable to the policy itself.
Netconfeval: Can llms facilitate network configuration?
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SADE: Symptom-Aware Diagnostic Escalation for LLM-Based Network Troubleshooting
SADE encodes a Cisco-style phase-gated diagnostic policy into LLM agents, delivering a 37-point root-cause F1 gain on the NIKA benchmark with 22 points attributable to the policy itself.