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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 throughout totally different domains.
Specially, we first apply a Slot Attention to be
taught a set of slot-particular options from the unique
dialogue and then integrate them using a slot data sharing module.
Slot Attention with Value Normalization for Multi-Domain Dialogue State Tracking Yexiang Wang creator Yi Guo creator Siqi Zhu
writer 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 issues
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), referred to as SAVN.
SAS: Dialogue State Tracking via Slot Attention and Slot
Information Sharing Jiaying Hu writer Yan Yang creator Chencai Chen author Liang He creator Zhou Yu writer 2020-jul textual content Proceedings of the 58th Annual Meeting of the
Association for Computational Linguistics Association for Computational Linguistics Online conference publication Dialogue state tracker is responsible for inferring consumer intentions via dialogue history.

We propose a Dialogue State Tracker with Slot Attention and
Slot Information Sharing (SAS) to cut back redundant information’s interference and enhance lengthy dialogue context tracking.

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