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.
| | THUCNews | Toutiao 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 |
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