Table 12 Results of deep learning experiments.
From: Multilingual identification of nuanced dimensions of hope speech in social media texts
Models | English | Spanish | German |
|---|---|---|---|
Binary Hope Speech Detection | |||
BiLSTM | 0.7869 | 0.7351 | 0.7791 |
CNN | 0.7754 | 0.7567 | 0.7847 |
Multiclass Hope Speech Detection | |||
BiLSTM | 0.5703 | 0.5022 | 0.5028 |
CNN | 0.5414 | 0.5190 | 0.4957 |
