A Two-Step Neural Dialog State Tracker for Task-Oriented Dialog Processing

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Parameter</td><td class="align_center">Value</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Embedding size</td><td class="align_center">500</td></tr><tr><td class="align_left">Hidden layer size</td><td class="align_center">500</td></tr><tr><td class="align_left">Dropout ratio</td><td class="align_center">0.1</td></tr><tr><td class="align_left">Learning rate</td><td class="align_center">0.005</td></tr><tr><td class="align_left">Number of epochs</td><td class="align_center">100,000</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The parameters for the neural dialog state tracker and their values.</div>

Computational Intelligence and Neuroscience

tab5

Table 5

Table 5: A Two-Step Neural Dialog State Tracker for Task-Oriented Dialog Processing 