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Modeling the context of a target word is of fundamental importance in predicting the semantic label for slot filling task in Spoken Language Understanding (SLU).

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Joint agricultural intent detection and slot filling based on enhanced heterogeneous attention mechanism.

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Spoken Language Understanding (SLU) task is a wide application task in Natural Language Processing. In the success of the pre-trained BERT model, NLU is addressed by Intent Classification and Slot Filling task with significant improvement performance. However,...

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Slot filling — A first step towards ambitious NLP systems

Slot filling - You can use slot filling within a scene to collect multiple pieces of typed user input, without having to create multiple intents.

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