notesum.ai

Published at October 30

Prove Your Point!: Bringing Proof-Enhancement Principles to Argumentative Essay Generation

cs.CL

cs.AI

Released Date: October 30, 2024

Authors: Ruiyu Xiao¹, Lei Wu¹, Yuhang Gou¹, Weinan Zhang¹, Ting Liu¹

Aff.: ¹Research Center for Social Computing and Information Retrieval, Harbin Institute of Technology, China

Arxiv: http://arxiv.org/abs/2410.22642v1

Refer to caption

Method	Relevance	Validity of Reasoning	Credibility of Evidence	Language and Rhetoric	Overall Persuasiveness
DD-KW	58.80	52.25	25.00	54.13	52.26
DD-Rel	60.73	54.45	25.93	55.48	53.66
LLaMA2-base	90.40	80.26	45.92	72.28	70.54
LLaMA2-CoT	90.42	82.14	46.20	73.35	72.12
Ours	90.75	84.64	49.20	75.52	75.04
-w/o claim planning	89.23	82.35	48.02	73.12	72.42
-w/o ground planning	90.00	83.33	46.92	72.34	73.19