notesum.ai

Published at December 6

cs.CL

cs.LG

Released Date: December 6, 2024

Authors: Yuangang Li¹, Jiaqi Li¹, Zhuo Xiao¹, Tiankai Yang¹, Yi Nian², Xiyang Hu³, Yue Zhao¹

Aff.: ¹University of Southern California; ²University of Chicago; ³Arizona State University

NLPAD Dataset	# Samples	#Normal	#Anomaly	%Anomaly
NLPAD-AGNews	$98,207$	$94,427$	$3,780$	$3.85\%$
NLPAD-BBCNews	$1,785$	$1,723$	$62$	$3.47\%$
NLPAD-EmailSpam	$3,578$	$3,432$	$146$	$4.08\%$
NLPAD-Emotion	$361,980$	$350,166$	$11,814$	$3.26\%$
NLPAD-MovieReview	$26,369$	$24,882$	$1,487$	$5.64\%$
NLPAD-N24News	$59,822$	$57,994$	$1,828$	$3.06\%$
NLPAD-SMSSpam	$4,672$	$4,518$	$154$	$3.30\%$
NLPAD-YelpReview	$316,924$	$298,986$	$17,938$	$5.66\%$