Table 8 Other personality trait results using advanced deep models.
From: Using deep learning and word embeddings for predicting human agreeableness behavior
Sentence Embeddings | |||
|---|---|---|---|
Model | Extroversion | Openness | Conscientiousness |
LSTM | 89.67 | 86.41 | 87.88 |
87.56 | 84.57 | 85.85 | |
91.50 | 88.28 | 89.56 | |
Bi-LSTM | 88.63 | 85.50 | 86.69 |
89.45 | 86.27 | 87.38 | |
92.52 | 89.23 | 90.50 | |
BERT | 82.80 | 88.24 | 77.90 |
