AI-generated text: Detection methods and countermeasures

Efficient NLP · Beginner ·🧠 Large Language Models ·1y ago
Try Voice Writer - speak your thoughts and let AI handle the grammar: https://voicewriter.io Lots of people use ChatGPT and other LLMs for writing, sometimes for better or worse. But is it possible to detect this? Many have claimed ways to detect AI-generated content, such as classifiers, zero-shot methods, and watermarking. But how do these methods hold up against adversarial attacks, like paraphrasing models? Find out in this video! 0:00 - Introduction 1:07 - Measuring ChatGPT usage in corpus 2:54 - Text classification approach 5:25 - Zero-shot detection 8:08 - Watermarking LLMs 10:10 - Pa…
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Chapters (7)

Introduction
1:07 Measuring ChatGPT usage in corpus
2:54 Text classification approach
5:25 Zero-shot detection
8:08 Watermarking LLMs
10:10 Paraphrasing attacks
11:54 Is AI writing detection possible?
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