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To handle these phenomena we suggest a Dialogue State Tracking with Slot Connections (DST-SC) model to explicitly consider slot correlations across different domains. Specially we first apply a Slot Attention to study a set of slot-particular options from the unique dialogue after which integrate them using a slot data sharing module. Slot Attention with Value Normalization for Multi-Domain Dialogue State Tracking Yexiang Wang writer Yi Guo writer Siqi Zhu author 2020-nov text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Association for Computational Linguistics Online convention publication Incompleteness of domain ontology and unavailability of some values are two inevitable problems of dialogue state tracking (DST). On this paper we suggest a brand new architecture to cleverly exploit ontology which consists of Slot Attention (SA) and Value Normalization (VN) referred to as SAVN. SAS: Dialogue State Tracking through Slot Attention and Slot Information |
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