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This work proposes an intent pooling attention mechanism, and it reinforces the slot filling task by fusing intent distributions, word features, and token

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transformers battle for cybertron slot Transformer-NLU Figure 1: Model architectures for joint learning of intent and slot filling: classical joint learning with BERTRoBERTa