notesum.ai

Published at November 18

CNMBert: A Model For Hanyu Pinyin Abbreviation to Character Conversion Task

cs.CL

cs.AI

Released Date: November 18, 2024

Authors: Zishuo Feng¹, Feng Cao²

Aff.: ¹Beijing University of Posts and Telecommunications; ²Beihang University

Arxiv: http://arxiv.org/abs/2411.11770v1

Model	Total
Model	MRR@1	MRR@5	MRR@10
CNMBert	49.19	57.86	58.70
CNMBert+MoE	50.02	58.53	59.36
	Single-syllable
	MRR@1	MRR@5	MRR@10
CNMBert	62.11	71.60	72.33
CNMBert+MoE	62.62	71.88	72.57
	Multi-syllable
	MRR@1	MRR@5	MRR@10
CNMBert	42.81	51.09	51.98
CNMBert+MoE	44.61	55.04	57.07