The paper presents a novel method called Binoculars for detecting machine-generated text from large language models (LLMs) without the need for training data. Binoculars achieves high accuracy in detecting machine-generated text across various sources and situations.

https://arxiv.org/abs//2401.12070

YouTube: https://www.youtube.com/@ArxivPapers

TikTok: https://www.tiktok.com/@arxiv_papers

Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016

Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers