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Sequential Labeling for Tracking Dynamic Dialog States | PDF
1) The document discusses sequential labeling for tracking dynamic dialog states in conversations. It focuses on three dialog state tracking challenges: goals tracking, method tracking, and requested slots tracking. 2) The method presented uses conditional random fields (CRFs) with a BIO tagging scheme and sequential labeling to predict dialog states. Features include SLU hypotheses and system actions. 3) Experimental results on the DSTC 2 dataset show the CRF models outperform maximum entropy baselines on goals and method tracking in accuracy and error, and achieve comparable results to the baseline on requested slots tracking. - Download as a PDF or view online for free
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Gujarati Task Oriented Dialogue Slot Tagging Using Deep Neural Network Models | SpringerLink
In this paper, the primary focus is of Slot Tagging of Gujarat Dialogue, which enables the Gujarati language communication between human and machine, allowing machines to perform given task and provide desired output. The accuracy of tagging entirely depends on...
[1812.10628] Intent Detection and Slots Prompt in a Closed-Domain ...
In this paper, the primary focus is of Slot Tagging of Gujarat Dialogue, which enables the Gujarati language communication between human and machine, allowing machines to perform given task and provide desired output.