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To handle these phenomena, we suggest a Dialogue State Tracking with Slot
Connections (DST-SC) mannequin to explicitly consider slot correlations across totally
different domains. Specially, we first apply a Slot Attention to be
taught a set of slot-specific options from the original dialogue after which combine them utilizing a slot
info sharing module. Slot Attention with Value Normalization for
Multi-Domain Dialogue State Tracking Yexiang Wang creator
Yi Guo author Siqi Zhu creator 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 area ontology and unavailability of some
values are two inevitable issues of dialogue state monitoring (DST).
In this paper, we propose a brand new structure 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 author
Chencai Chen creator Liang He author 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 liable for inferring person intentions by means of dialogue historical past.
We propose a Dialogue State Tracker with Slot Attention and Slot Information Sharing
(SAS) to scale back redundant information’s interference and improve long
dialogue context monitoring.
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