Author Profiling on Age
82.63AccuracyBiLSTM generalized pooling
Evaluation results
| Method | Links | |
|---|---|---|
| BiLSTM generalized poolingarchitecture=vector-based multi-head attention2018.06 | 82.63 | |
| BiLSTM max poolingimplementation=Baseline implementation in this paper2018.06 | 82.3 | |
| BiLSTM mean poolingimplementation=Baseline implementation in this paper2018.06 | 81.78 | |
| BiLSTM last poolingimplementation=Baseline implementation in this paper2018.06 | 81.1 | |
| BiLSTM self-attention (Lin et al., 2017)source=Lin et al., 20172018.06 | 80.45 | |
| CNN max pooling (Lin et al., 2017)source=Lin et al., 20172018.06 | 78.15 | |
| BiLSTM max pooling (Lin et al., 2017)source=Lin et al., 20172018.06 | 77.3 |