Smaller Language Models are Better Zero-shot Machine-Generated Text Detectors

Abstract

Niloofar Mireshghallah, Justus Mattern, Sicun Gao, Reza Shokri, Taylor Berg-Kirkpatrick. Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 2: Short Papers). 2024.

Authors 5

1. Niloofar Mireshghallah

   University of California San Diego

   Affiliation as printed

   University of California San Diego ,

2. Justus Mattern Aachen

   RWTH Aachen University

   Affiliation as printed

   RWTH Aachen

3. Sicun Gao

   University of California San Diego

   Affiliation as printed

   University of California San Diego ,

4. Reza Shokri

   National University of Singapore

   Affiliation as printed

   National University of Singapore [fatemeh , sicung ,

5. Taylor Berg-Kirkpatrick

   University of California San Diego

   Affiliation as printed

   University of California San Diego ,