2023 · 23 citations · 19 references
ComputingManagement Information SystemsArtificial IntelligenceIncident ResponseNatural Language ProcessingIncident CoordinationIncident DetectionIncident ManagementIncident Response ArchitectureIncident Response ManagementIncident TriageAutomated Incident ResponseIncident LeadershipIncident Log ManagementIncident Management ObjectivesLarge Language ModelsNetwork Incident ResponseOperators
We discuss the potential improvement large language models (LLM) can provide in incident management and how they can overhaul the ways operators conduct incident management today. We propose a holistic framework for building an AI helper for incident management and discuss the several avenues of future research needed to achieve it.
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COMET: Commonsense Transformers for Automatic Knowledge Graph Construction
Antoine Bosselut, Hannah Rashkin, Maarten Sap et al. · 2019 · 865 citations · Full text
Adam Langley, Alistair Riddoch, Alyssa Wilk et al. · 2017 · 782 citations · Full text
Koen Claessen, John Hughes · 2000 · 714 citations
REALM: Retrieval-Augmented Language Model Pre-Training
Kelvin Guu, Kenton Lee, Zora Tung et al. · arXiv (Cornell University) · 2020 · 517 citations · Full text
John Day, Horst Zimmermann · Proceedings of the IEEE · 1983 · 472 citations