Research Article

[Retracted] Chinese Short Text Classification by ERNIE Based on LTC_Block

Table 5

Comparison of the proposed model with the mainstream short text classification models in terms of experimental results by dataset.

THUCNewsToutiao dataset
Model

TextCNN
TextRCNN
DPCNN
TextCNN_Att
ERNIE+FC
Bert+FC
ERNIE+RCNN
The model of this paper
0.9075
0.9093
0.9120
0.8943
0.9453
0.9461
0.9442
0.9504
0.9072
0.9090
0.9111
0.8946
0.9451
0.9457
0.9441
0.9503
0.9071
0.9089
0.9113
0.8944
0.9451
0.9458
0.9441
0.9503
0.8551
0.8408
0.8338
0.8440
0.8941
0.8913
0.8944
0.9003
0.8538
0.8396
0.8325
0.8431
0.8942
0.8914
0.8931
0.8995
0.8541
0.8394
0.8325
0.8429
0.8940
0.8912
0.8930
0.8994