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filling slot The goal of Slot Filling is to identify from a running dialog different slots, which correspond to different parameters of the user's query A slot-filling task is most simple task of dialogue system Typical domain of this task are telephone shopping, on-line banking, on-line trade, etc This paper addresses zero-shot slot filling, which tries to build a system that can generalize to unseen slot types without any training data