Detecting LLM-Generated Web Fiction Using Classical Machine Learning Models

The article presents a machine learning approach using scikit-learn's SVM to detect LLM-generated web fiction with 85% accuracy. It details data generation methods involving pre-ChatGPT human texts and LLM-generated summaries, contrasting with ineffective perplexity-based techniques.

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