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  To handle these phenomena, we propose a Dialogue State Tracking with Slot Connections (DST-SC) model to explicitly consider slot correlations across totally
  different domains. Specially, we first apply a Slot Attention to study
  a set of slot-particular options from the original dialogue after which combine them using a slot data sharing module.
  Slot Attention with Value Normalization for Multi-Domain Dialogue State Tracking
  Yexiang Wang author 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 conference 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 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 author Yan Yang writer Chencai Chen writer Liang He creator Zhou Yu creator 2020-jul
  text Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics Association for
  Computational Linguistics Online convention publication Dialogue state tracker is accountable
  for inferring person intentions by way of dialogue historical past.
  We suggest a Dialogue State Tracker with Slot Attention and
  Slot Information Sharing (SAS) to scale back redundant information’s interference and improve long dialogue context tracking.
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