LLM - Detect AI Generated Text

This presentation delves into the strategy employed by one of our Kaggle Grand Masters, Guanshuo Xu, a Principal Data Scientist at H2O.ai, who secured second place in a Kaggle competition centered on discerning AI-generated text from human-written essays.

Guanshuo Xu outlines the binary classification task of distinguishing between student-written and AI-generated essays, using classic AUC metrics. In this presentation you will learn about challenges and solutions, including a pre-training step to tailor general language models to the competition's domain, utilizing …

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