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To handle ***se phenomena, we propose 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-specific features from *** unique dialogue and ***n combine ***m using a slot information *** module. Slot Attention with Value Normalization for Multi-Domain Dialogue State Tracking Yexiang Wang author Yi Guo writer Siqi Zhu writer 2020-nov textual content Proceedings of *** 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 issues of dialogue state monitoring (DST).
In *** 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 Sharing Jiaying Hu creator Yan Yang author Chencai Chen writer Liang He creator Zhou Yu author 2020-jul textual content Proceedings of *** 58th Annual Meeting of *** Association for Computational Linguistics Association for Computational Linguistics Online convention publication Dialogue state tracker is responsible for inferring consumer intentions by way of dialogue historical past.

We propose a Dialogue State Tracker with Slot Attention and Slot Information Sharing (SAS) to reduce redundant information’s interference and improve long dialogue context tracking.

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