Sentiment Analysis on ESWECT usual
76.74F1 ScoreChinese MentalBERT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Chinese MentalBERTMasking=Guided2024.02 | 76.74 | 76.69 | 77.31 | |
| Chinese MentalBERTMasking=Random2024.02 | 76.13 | 75.08 | 77.54 | |
| Chinese-Alpaca-22024.02 | 76.04 | 76.81 | 75.42 | |
| Llama2-Chinese-Chat2024.02 | 75.51 | 75.45 | 75.82 | |
| Chinese-BERT-wwm-extMasking=Random2024.02 | 74.85 | 73.93 | 76.77 | |
| BERTMasking=Random2024.02 | 74.76 | 73.7 | 76.65 | |
| DKPLM-financialMasking=Random2024.02 | 74.51 | 74.41 | 74.79 | |
| DKPLM-medicalMasking=Random2024.02 | 74.36 | 74.35 | 74.48 | |
| Word2vec-CNN2024.02 | 69.73 | 70.28 | 69.5 | |
| Word2vec-BiLSTM2024.02 | 63.39 | 63.35 | 63.85 |