Graph Convolutional Network for Word Sense Disambiguation

Table 3

Disambiguation accuracies in the third group of experiments.

Ambiguous word	#	5	8	10	12	15	20
Biaomian(2)	0.8889	0.7222	0.9444	0.9444	0.8889	0.8889	0.8889
Cai(2)	0.7895	0.8421	0.8421	0.8421	0.8421	0.7895	0.7895
Danwei(2)	0.7647	0.7647	0.7647	0.8235	0.7059	0.7647	0.7647
Dongyao(2)	0.6250	0.5000	0.5625	0.6250	0.6250	0.6250	0.6250
Ernv(2)	1.0000	1.0000	1.0000	1.0000	1.0000	1.0000	1.0000
Jingtou(2)	0.6000	0.4000	0.4667	0.5333	0.5333	0.5333	0.5333
Kaitong(2)	0.6500	0.6000	0.6500	0.6500	0.6500	0.7000	0.6500
Qixi(2)	1.0000	0.7857	1.0000	1.0000	1.0000	1.0000	1.0000
Qixiang(2)	0.9375	0.8750	1.0000	1.0000	1.0000	1.0000	1.0000
Shi(2)	0.8125	0.8125	0.8750	0.8750	0.8125	0.8125	0.7500
Tuifan(2)	0.9000	0.9000	0.9000	0.9000	0.9000	0.9000	0.8000
Wang(2)	0.6923	0.6923	0.6923	0.6923	0.6923	0.6923	0.6154
Yanguang(2)	0.6429	0.7143	0.6429	0.7143	0.6429	0.5714	0.5714
Zhenjing(2)	0.7857	0.7857	0.7143	0.7857	0.7857	0.7857	0.7857
Zhongyi(2)	0.7500	0.6875	0.6875	0.7500	0.6250	0.6250	0.6250
Ben(3)	0.7600	0.7200	0.7200	0.7600	0.7200	0.7200	0.7200
Bu(3)	0.8500	0.7000	0.8000	0.8500	0.8000	0.8500	0.8500
Chengli(3)	0.6429	0.5714	0.5714	0.6071	0.5714	0.5714	0.6071
Duiwu(3)	0.6364	0.5455	0.5455	0.5909	0.5909	0.6364	0.6364
Gan(3)	0.6111	0.6667	0.6111	0.6667	0.6667	0.6111	0.6111
Qizhi(3)	0.9444	0.8889	0.8889	0.9444	0.9444	0.8889	0.9444
Rizi(3)	0.5938	0.6250	0.5938	0.5313	0.5625	0.5625	0.5938
Tiandi(3)	0.8800	0.7200	0.7600	0.7600	0.8000	0.8000	0.8000
Tiao(3)	0.5714	0.5000	0.5714	0.6429	0.5714	0.5714	0.5714
Changcheng(3)	0.4762	0.5714	0.4762	0.4762	0.5238	0.5238	0.4286
Chi(4)	0.7826	0.7391	0.6957	0.7826	0.7391	0.7391	0.7391
Dong(4)	0.5500	0.4500	0.4500	0.5500	0.5000	0.4500	0.4500
Jiao(4)	0.4103	0.4103	0.4103	0.4359	0.3846	0.3590	0.3846
Average accuracy	0.7339	0.6854	0.7085	0.7409	0.7171	0.7133	0.7048