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Table 3: 

Ablation results with SnipCopy decoder on the ATIS development set.

Denotation
QueryRelaxedStrict
MemCE+SnipCopy 39.1 65.5 65.2 
 Without memory controller 34.3 58.7 58.1 
 Phrases are utterance tokens 37.2 61.9 61.7 
 Phrases are full utterances 36.8 64.2 63.9 
Denotation
QueryRelaxedStrict
MemCE+SnipCopy 39.1 65.5 65.2 
 Without memory controller 34.3 58.7 58.1 
 Phrases are utterance tokens 37.2 61.9 61.7 
 Phrases are full utterances 36.8 64.2 63.9 
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