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Binoculars is an advanced AI-generated text detection tool that can be used with zero configuration without training data. Its detection idea is very simple and clear: most causal language models that only use decoders use a large number of the same data sets during pre-training, such as Common Crawl, Pile, etc. For more information about this method and its effects, see our paper Discovering LLMs with Binoculars: Zero-shot Detection of Machine-Generated Text.
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