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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

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Maria Ibrar

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Open access Sep 2026

Using Large Language Models for Automated Corpus Annotation and Linguistic Analysis: A Critical Methodological Framework

This article argues against unvalidated full automation and proposes selective automation, disagreement-based human adjudication, model/version documentation, and preservation of raw outputs for corpus research and develops a validated human–LLM workflow for corpus research.

Maria Ibrar · 0 citations

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