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A Joint Model of Intent Determination and Slot Filling for Spoken Language Understanding Xiaodong Zhang and Houfeng Wang⇤ Institute of Computational Linguistics, Peking University {zxdcs, wanghf}@pku.edu.cn Abstract Two major tasks in spoken language understanding (SLU) are intent determination (ID) and slot filling (SF).
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GitHub - brightmart/slot_filling_intent_joint_model ... Joint model for intent detection and slot filling based on attention, input alignment and knowledge. with ability to detect whether a input sentence is a noise input or meanfuling input by combine feature from domain detection, intent detection and slot filling. 2.1 Slot-filling - DFKI A slot-filling task (Figure 1) is most simple task of dialogue system.Typical domain of this task are telephone shopping, on-line banking, on-line trade, etc. The user has his/her purpose and knows almost all information in order to achieve the task. sql - Algorithm to fill slots - Stack Overflow
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