Graph Convolutional Network for Word Sense Disambiguation

Table 4

Disambiguation accuracies in the fourth group of experiments.

Ambiguous word	1 layer	2 layers	3 layers	4 layers
Biaomian(2)	0.9444	0.9444	0.8889	0.7222
Cai(2)	0.6316	0.8421	0.5790	0.7368
Danwei(2)	0.7059	0.8235	0.6471	0.7059
Dongyao(2)	0.5625	0.6250	0.5000	0.5625
Ernv(2)	0.9500	1.0000	1.0000	1.0000
Jingtou(2)	0.4667	0.5333	0.4667	0.4667
Kaitong(2)	0.5000	0.6500	0.6000	0.6000
Qixi(2)	0.8571	1.0000	0.7143	0.7143
Qixiang(2)	0.8750	1.0000	0.8750	0.7500
Shi(2)	0.7500	0.8750	0.6875	0.6875
Tuifan(2)	0.8000	0.9000	0.8000	0.9000
Wang(2)	0.6154	0.6923	0.3846	0.7692
Yanguang(2)	0.6429	0.7143	0.6429	0.6429
Zhenjing(2)	0.7857	0.7857	0.7143	0.7143
Zhongyi(2)	0.4375	0.7500	0.8750	0.6875
Ben(3)	0.6400	0.7600	0.7200	0.6800
Bu(3)	0.7000	0.8500	0.7000	0.8000
Chengli(3)	0.5714	0.6071	0.6071	0.5000
Duiwu(3)	0.4546	0.5909	0.5000	0.5909
Gan(3)	0.5556	0.6667	0.5556	0.5556
Qizhi(3)	0.8333	0.9444	0.8333	0.7779
Rizi(3)	0.5313	0.5313	0.5000	0.4688
Tiandi(3)	0.6800	0.7600	0.8000	0.6400
Tiao(3)	0.3571	0.6429	0.4286	0.5000
Changcheng(3)	0.4286	0.4762	0.5238	0.5714
Chi(4)	0.7826	0.7826	0.6087	0.6087
Dong(4)	0.5000	0.5500	0.5000	0.3500
Jiao(4)	0.3590	0.4359	0.4872	0.4615
Average accuracy	0.6503	0.7409	0.6478	0.6487