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The intent-slot relation is discovered with cross-attention between intent and slot class prototypes, which are the imply embeddings of the support examples belonging to the identical courses. Although joint learning can improve dialogue language understanding by utilizing the relation between intents and slots, e.g., “Harry Potter” is “film” in “PlayVideo” intent and “book” in “PlayVoice” …