notesum.ai

Published at November 27

Isolating authorship from content with semantic embeddings and contrastive learning

cs.CL

cs.LG

Released Date: November 27, 2024

Authors: Javier Huertas-Tato¹, Adrián Girón-Jiménez¹, Alejandro Martín¹, David Camacho¹

Aff.: ¹Dept. of computer systems Universidad Politécnica de Madrid

Arxiv: http://arxiv.org/abs/2411.18472v1

Refer to caption

	Accuracy	F1 Score
RoBERTa	0.2445	0.4534
STAR	0.3463	0.4716
Fine-tune (simple)	0.3928	0.5196
Fine-tune (detangle)	0.4469	0.5588