Sentiment Analysis on ESWECT epidemic
67.77F1 ScoreChinese MentalBERT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Chinese MentalBERTMasking=Guided2024.02 | 67.77 | 69.61 | 66.48 | |
| Chinese MentalBERTMasking=Random2024.02 | 66.48 | 69.9 | 64.34 | |
| BERTMasking=Random2024.02 | 64.12 | 64.11 | 64.49 | |
| Chinese-BERT-wwm-extMasking=Random2024.02 | 63.82 | 66.77 | 62.37 | |
| DKPLM-financialMasking=Random2024.02 | 63.67 | 64.02 | 63.92 | |
| Word2vec-CNN2024.02 | 62.43 | 65.86 | 60.7 | |
| DKPLM-medicalMasking=Random2024.02 | 62.05 | 61.86 | 63.09 | |
| Chinese-Alpaca-22024.02 | 61.22 | 67.32 | 60.49 | |
| Llama2-Chinese-Chat2024.02 | 58.01 | 63.09 | 57.98 | |
| Word2vec-BiLSTM2024.02 | 53.4 | 53.73 | 53.51 |