

Binoculars
Overview :
Binoculars is an advanced AI-generated text detection tool that can be used zero-configuration without any training data. Its detection approach is straightforward and clear: most因果 language models that use only the decoder have used large amounts of identical datasets for pre-training, such as Common Crawl and Pile. More information about this method and its effectiveness can be found in our paper 'Finding LLMs with Binoculars: Zero-shot Detection of Machine-generated Text'.
Target Users :
["Determining whether online information is machine-generated","Detecting conversation texts from chatbots"]
Use Cases
Directly import the Binoculars class, construct a detector object, and pass the text to be judged for prediction
Executable sample code is available to view the text detection process
An interactive online demonstration based on gradio is provided
Features
Detecting AI-generated text based on simple and effective methodologies
Zero-configuration usage, no training data required
Interactive prediction for whether text is AI-generated
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