Slot Filling On Atis
Metrics
F1
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | F1 |
|---|---|
| cae-mechanism-to-diminish-the-class | 0.961 |
| slot-gated-modeling-for-joint-slot-filling | 0.948 |
| delta-a-deep-learning-based-language | 0.952 |
| joint-online-spoken-language-understanding | 0.9464 |
| a-bi-model-based-rnn-semantic-frame-parsing | 0.9689 |
| bert-for-joint-intent-classification-and-slot | 0.96 |
| improving-slot-filling-by-utilizing | 0.9580 |
| td-gin-token-level-dynamic-graph-interactive | 0.96 |
| a-novel-bi-directional-interrelated-model-for | 0.958 |
| attention-based-recurrent-neural-network | 0.9587 |
| a-stack-propagation-framework-with-token | 0.9610 |
| joint-slot-filling-and-intent-detection-via | 0.952 |
| bert-for-joint-intent-classification-and-slot | 0.961 |
| ctran-cnn-transformer-based-network-for | 0.9846 |