To handle these phenomena, we suggest a Dialogue State Tracking with Slot Connections
(DST-SC) mannequin to explicitly consider slot correlations across completely different domains.
Specially, we first apply a Slot Attention to be taught a set of slot-particular features 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 author 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). On this paper, we propose a new structure to cleverly exploit ontology, which
consists of Slot Attention (SA) and Value Normalization (VN), known as SAVN.
SAS: Dialogue State Tracking via Slot Attention and Slot Information Sharing Jiaying Hu creator
Yan Yang creator Chencai Chen author Liang He author Zhou
Yu author 2020-jul textual content 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 person intentions via dialogue history. We propose a Dialogue State Tracker
with Slot Attention and Slot Information Sharing (SAS) to scale back redundant information’s interference and enhance lengthy dialogue
context tracking.

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