Detecting Machine-Generated Long-Form Content with Latent-Space Variables
Yufei Tian, Zeyu Pan, and Nanyun Peng, in Proceedings of the Findings of ACL at The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP-Findings), 2024.
Abstract
We propose a robust method to detect machine-generated long-form text by incorporating abstract elements as key deciding factors, leading to a 31% improvement over existing baselines.
Bib Entry
@inproceedings{tian2024detecting,
author = {Tian, Yufei and Pan, Zeyu and Peng, Nanyun},
title = {Detecting Machine-Generated Long-Form Content with Latent-Space Variables},
booktitle = {Proceedings of the Findings of ACL at The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP-Findings)},
year = {2024}
}