notesum.ai

Published at October 30

cs.LG

cs.AI

cs.CL

cs.GT

Released Date: October 30, 2024

Authors: Yixin Liu¹, Argyris Oikonomou¹, Weiqiang Zheng¹, Yang Cai¹, Arman Cohan²

Aff.: ¹Yale University; ²Allen Institute for AI

Row/Column	SFT	DPO	IPO	Iter-IPO	INPO-Large	INPO-Small	COMAL	Avg
Iter-IPO	67.33	62.36	58.76	50.00	48.20	44.72	44.10	53.64
INPO-Large	77.02	69.81	67.83	51.80	50.00	46.21	44.84	58.22
INPO-Small	73.66	66.21	66.46	55.28	53.79	50.00	48.70	59.16
COMAL	74.53	70.56	68.82	55.90	55.16	51.30	50.00	60.90