Joint Slot Filling and Intent Detection via Capsule Neural Networks

Benchmark Model Rank Results
intent-detection-on-atisCapsule-NLU#13Accuracy: 0.95
intent-detection-on-snipsCapsule-NLU#8Accuracy: 97.3
slot-filling-on-atisCapsule-NLU#10F1: 0.952
slot-filling-on-snipsCapsule-NLU#8F1: 0.918