Sebastian Raschka • 2/1/2023

What Are the Different Approaches for Detecting Content Generated by LLMs Such As ChatGPT? And How Do They Work and Differ?

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This article details four primary approaches for identifying content generated by large language models like ChatGPT. It covers OpenAI's AI Classifier (a fine-tuned GPT model), DetectGPT (using log-probability perturbation), GPTZero (based on perplexity), and watermarking. For each method, it explains the core technical principle, provides a brief overview of how it works, and discusses key limitations and practical considerations.

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#Text Classification #AI Detection #Detectgpt
What Are the Different Approaches for Detecting Content Generated by LLMs Such As ChatGPT? And How Do They Work and Differ?

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