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We current two alternative neural approaches as baselines, (1) intent classification and slot filling as a joint sequence tagging and (2) modeling them as a sequence-to-sequence (Seq2Seq) learning task. In this work, we suggest PolicyIE, an English corpus consisting of 5,250 intent and 11,788 slot annotations spanning 31 privacy insurance policies of websites and mobile applications. We perform an in depth error evaluation to reveal the challenges of the proposed corpus. PolicyIE corpus is a difficult actual-world benchmark with limited labeled examples reflecting the cost of amassing large-scale annotations from domain specialists. Showing the effectiveness of our model on two actual-world datasets, and comparing with current models as well as commercial NLU services. American-specific entities in English are stored intact when translating into other languages; throughout our translation section, we require adaptive modifications to make the translated utterances replicate real-world situations in the context of airline booking in Vietnam. Today’s Ethernet is often known as Gigabit Ethernet, that means the connection speeds are rated at 1Gbps or greater. Note adding routes does not trigger a new navigation, that means that the added route will not be displayed unless a brand new navigation is triggered. From data about our newest cabinets, new product launches, and trade occasions to assets that can assist your staff make the most from present and future investments.
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