To handle these phenomena, we propose 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 learn a set of slot-particular options from the unique dialogue and then combine them
using a slot information sharing module. Slot Attention with Value Normalization for Multi-Domain Dialogue State Tracking Yexiang Wang creator Yi Guo writer Siqi Zhu creator 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 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 by way of Slot Attention and Slot Information Sharing Jiaying
Hu writer Yan Yang writer Chencai Chen creator Liang He author Zhou Yu creator 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
answerable for inferring person intentions by means of dialogue history.
We suggest a Dialogue State Tracker with Slot Attention and Slot Information Sharing (SAS)
to reduce redundant information’s interference and
enhance long dialogue context monitoring.

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