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To handle these phenomena, we propose a Dialogue State Tracking with Slot Connections (DST-SC) model
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Specially, we first apply a Slot Attention to be taught a set of slot-particular features from
the unique dialogue after which integrate them utilizing a
slot information sharing module. Slot Attention with Value Normalization for Multi-Domain Dialogue State Tracking Yexiang Wang creator Yi Guo
creator Siqi Zhu author 2020-nov textual content Proceedings of the 2020
Conference on Empirical Methods in Natural Language Processing (EMNLP) Association for Computational
Linguistics Online conference publication Incompleteness
of domain ontology and unavailability of some values are two inevitable problems of dialogue state
monitoring (DST). In this paper, we propose a brand new architecture to cleverly exploit ontology,
which consists of Slot Attention (SA) and Value Normalization (VN), known as SAVN.

SAS: Dialogue State Tracking through Slot Attention and Slot Information Sharing Jiaying
Hu author Yan Yang writer Chencai Chen author Liang He author Zhou Yu
creator 2020-jul text Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics Association for Computational Linguistics Online
convention publication Dialogue state tracker is liable for
inferring user intentions by means of dialogue history.

We propose a Dialogue State Tracker with Slot Attention and Slot Information Sharing (SAS) to reduce redundant informations interference and improve lengthy dialogue context
monitoring.
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