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Table 10: 
Comparison of SC-LSTM and TemplateNLG. The input is delexicalized dialogue acts, where the actual values are replaced with $name and $cost. Two retrieved results are shown for TemplateNLG.
Input: 
(Inform, Restaurant, name, $name) 
(Inform, Restaurant, cost, $cost) 
 
SC-LSTM: 
$name, $cost. 
I Recommend you $name. It costs $cost. 
 
TemplateNLG: 
1)$name 
$cost. 
$name is a nice choice. But it costs $cost. 
2) 
$name,  
The dish you want doesn’t cost so much. I recommend you $name. It costs $cost. 
Input: 
(Inform, Restaurant, name, $name) 
(Inform, Restaurant, cost, $cost) 
 
SC-LSTM: 
$name, $cost. 
I Recommend you $name. It costs $cost. 
 
TemplateNLG: 
1)$name 
$cost. 
$name is a nice choice. But it costs $cost. 
2) 
$name,  
The dish you want doesn’t cost so much. I recommend you $name. It costs $cost. 
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