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Table 3: 
Effect of Fetched Information on Generated Utterances. The top section provides examples for a fixed training utterance, changing the knowledge—the generated text maintains the construction of the training utterance but changes the favorite character to match the knowledge. The bottom section provides examples for fixed knowledge but changing the training utterance—the generated text modifies its form to match the training utterance, but the favorite character information remains consistent.
KnowledgeTraining UtteranceGeneration
buzz lightyear’s name is in honor of astronaut edwin ‘buzz’ aldrin my favorite character in that book series is hermione granger cool! my favorite character in that movie is buzz lightyear 
 
mr potato head is based on the real-life mr. potato head toy my favorite character in that book series is hermione granger my favorite character in that movie is real-life mr potato head 
 
slinky dog is a toy dachschund with a metal slinky for a body my favorite character in that book series is hermione granger cool! my favorite character is the slinky dog 
 
slinky dog is a toy dachschund with a metal slinky for a body i really like the character hermione granger cool! i really like slinky dog 
 
slinky dog is a toy dachschund with a metal slinky for a body my favorite character of all time has to be hermione granger i love that movie, my favorite character has to be slinky dog the dachshund 
 
slinky dog is a toy dachschund with a metal slinky for a body i agree with you! that’s my favorite character as well i think so too! my favorite is slinky 
KnowledgeTraining UtteranceGeneration
buzz lightyear’s name is in honor of astronaut edwin ‘buzz’ aldrin my favorite character in that book series is hermione granger cool! my favorite character in that movie is buzz lightyear 
 
mr potato head is based on the real-life mr. potato head toy my favorite character in that book series is hermione granger my favorite character in that movie is real-life mr potato head 
 
slinky dog is a toy dachschund with a metal slinky for a body my favorite character in that book series is hermione granger cool! my favorite character is the slinky dog 
 
slinky dog is a toy dachschund with a metal slinky for a body i really like the character hermione granger cool! i really like slinky dog 
 
slinky dog is a toy dachschund with a metal slinky for a body my favorite character of all time has to be hermione granger i love that movie, my favorite character has to be slinky dog the dachshund 
 
slinky dog is a toy dachschund with a metal slinky for a body i agree with you! that’s my favorite character as well i think so too! my favorite is slinky 
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