Table 2 Model hyper-parameters.
From: Multimodal sentiment analysis based on multi-layer feature fusion and multi-task learning
Hyper-parameter | MOSI | MOSEI | SIMS |
|---|---|---|---|
Learning rate | 5e−3 | 1e−4 | 5e−3 |
Batch size | 32 | 32 | 16 |
Self-Att head | 1 | 1 | 1 |
Cross-Att head | 4 | 4 | 4 |
Att dropout | 0.2 | 0.2 | 0.2 |
Dropout | 0.1 | 0.1 | 0.1 |
Early stop | 8 | 8 | 8 |
Epoch | 30 | 50 | 50 |
