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Table 8: 

Queries and responses generated by uTODm𝓑−MAPO and other TOD systems on a dialog from CamRest. For simplicity, only the fields used in the dialog are mentioned in the KB results. Entities are italicized.

KB Results (Restaurant — Food — Area — Pricerange)
nandosportuguesesouthcheap
the_lucky_starchinesesouthcheap 
User-1 hello, i am looking for a cheap restaurant on the south side of town . 
Gold SELECT * FROM KB WHERE area = south AND pricerange = cheap 
 there is a place called nandos that specializes in portuguese food on the south side of town . 
 
uTODREINFORCE SELECT * FROM table WHERE area = i 
 chiquito_restaurant_bar is cheap in the south of town . would you like their phone number 
uTODMAPO SELECT * FROM table WHERE pricerange = cheap 
 the_missing_sock is a cheap restaurant in the south . would you like their phone number 
uTODm𝓑−MAPO SELECT * FROM table WHERE area = south AND pricerange = cheap 
 nandos are portuguese in the southsouth would you like their phone number 
aTODSL +RL SELECT * FROM table WHERE area = south AND pricerange = cheap 
 the_lucky_star is a cheap restaurant in the southsouth would you like their phone number 
KB Results (Restaurant — Food — Area — Pricerange)
nandosportuguesesouthcheap
the_lucky_starchinesesouthcheap 
User-1 hello, i am looking for a cheap restaurant on the south side of town . 
Gold SELECT * FROM KB WHERE area = south AND pricerange = cheap 
 there is a place called nandos that specializes in portuguese food on the south side of town . 
 
uTODREINFORCE SELECT * FROM table WHERE area = i 
 chiquito_restaurant_bar is cheap in the south of town . would you like their phone number 
uTODMAPO SELECT * FROM table WHERE pricerange = cheap 
 the_missing_sock is a cheap restaurant in the south . would you like their phone number 
uTODm𝓑−MAPO SELECT * FROM table WHERE area = south AND pricerange = cheap 
 nandos are portuguese in the southsouth would you like their phone number 
aTODSL +RL SELECT * FROM table WHERE area = south AND pricerange = cheap 
 the_lucky_star is a cheap restaurant in the southsouth would you like their phone number 
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