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lstm_wen_bagel.out
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lstm_wen_bagel.out
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loading net from file model/sclstm-rest.model ...
PANOS MODIFIED THIS....
PANOS MODIFIED THIS....
PANOS MODIFIED THIS....
===============
Data statistics
===============
Train: 380
Valid: 24
Test : 25
Feat : 200
===============
setting network structures using theano variables ...
setting recurrent generator, type: sclstm ...
number of parameters : 254356
this may take up to several minutes ...
start network testing ...
inform(name="The Oak Bistro";type=placetoeat;eattype=restaurant;area="trumpington";area=riverside;near="Primavera";food=Indian)
Penalty TSER ASER Gen
4.6150 4 4 there is a restaurant in the trumpington area near the riverside . it is located in the city area .
4.6736 4 4 there is a restaurant in the trumpington area near the riverside .
5.5693 5 5 there is a restaurant in the trumpington area near the riverside . it is located in the SLOT_PRICERANGE price range .
5.5774 5 5 there is a restaurant in the trumpington area near the riverside . it is located in the SLOT_AREA area .
5.6164 5 5 there is a restaurant in the trumpington area near the riverside . it is located in the SLOT_AREA .
inform(name="Pizza Express";type=placetoeat;eattype=restaurant;near="Le Gros Franck";area=citycentre;food=Italian)
Penalty TSER ASER Gen
4.6150 4 4 there is a restaurant in the citycentre area near the SLOT_AREA . it is located in the city area .
4.6736 4 4 there is a restaurant in the citycentre area near the SLOT_AREA .
5.5693 5 5 there is a restaurant in the citycentre area near the SLOT_AREA . it is located in the SLOT_PRICERANGE price range .
5.5774 5 5 there is a restaurant in the citycentre area near the SLOT_AREA . it is located in the SLOT_AREA area .
5.6164 5 5 there is a restaurant in the citycentre area near the SLOT_AREA . it is located in the SLOT_AREA .
inform(name="Tang Chinese";eattype=restaurant;phone="01223902135")
Penalty TSER ASER Gen
4.6440 4 4 the SLOT_PRICERANGE price range is a SLOT_PRICERANGE price range .
5.5719 5 5 the SLOT_PRICERANGE price range is a SLOT_PRICERANGE price range and a SLOT_PRICERANGE price range .
5.6595 5 5 the SLOT_PRICERANGE price range is a SLOT_PRICERANGE price range and a SLOT_PRICERANGE price range
6.5549 6 6 the SLOT_PRICERANGE price range is a SLOT_PRICERANGE price range and a SLOT_PRICERANGE price range and a SLOT_PRICERANGE price range .
6.6189 6 6 the SLOT_PRICERANGE price range is a SLOT_PRICERANGE price range and a SLOT_PRICERANGE price range and a SLOT_PRICERANGE price range
inform(name="Blue Spice";type=placetoeat;area="girton";eattype=restaurant;pricerange=moderate)
Penalty TSER ASER Gen
2.5406 2 2 the moderate
is a SLOT_PRICERANGE -ly priced restaurant in the girton area .
2.5753 2 2 the moderate
is a SLOT_PRICERANGE -ly priced restaurant in the girton area area .
2.6229 2 2 the moderate
is a SLOT_PRICERANGE -ly priced restaurant in the girton .
2.6435 2 2 the moderate
is a SLOT_PRICERANGE -ly priced restaurant in the girton area
3.5642 3 3 the moderate
is a SLOT_PRICERANGE -ly priced restaurant in the girton area and SLOT_PRICERANGE price range .
inform(name="Lan Hong House";type=placetoeat;eattype=restaurant;area=riverside;near="Dodo Gallery";near="The Empress";food=Chinese)
Penalty TSER ASER Gen
4.6150 4 4 there is a restaurant in the riverside area near the SLOT_AREA . it is located in the city area .
4.6736 4 4 there is a restaurant in the riverside area near the SLOT_AREA .
5.5693 5 5 there is a restaurant in the riverside area near the SLOT_AREA . it is located in the SLOT_PRICERANGE price range .
5.5774 5 5 there is a restaurant in the riverside area near the SLOT_AREA . it is located in the SLOT_AREA area .
5.6164 5 5 there is a restaurant in the riverside area near the SLOT_AREA . it is located in the SLOT_AREA .
inform(name="Henry's Cafe Bar";type=placetoeat;near="Ugly Duckling";area=riverside;area=citycentre;eattype=restaurant)
Penalty TSER ASER Gen
3.5570 3 3 there is a SLOT_PRICERANGE restaurant near the riverside . it is located in the city area .
3.6591 3 3 there is a SLOT_PRICERANGE restaurant near the riverside area .
3.6664 3 3 there is a SLOT_PRICERANGE restaurant near the riverside .
4.4975 4 4 there is a SLOT_PRICERANGE restaurant near the riverside . it is located in the citycentre area .
4.5407 4 4 there is a SLOT_PRICERANGE restaurant near the riverside . it is located in the citycentre area area .
inform(name="Little Seoul";type=placetoeat;eattype=restaurant;area=riverside)
Penalty TSER ASER Gen
3.5626 3 3 the riverside
is a SLOT_PRICERANGE -ly priced restaurant in the SLOT_AREA area .
3.6131 3 3 the riverside
is a SLOT_PRICERANGE -ly priced restaurant in the SLOT_AREA area area .
3.6247 3 3 the riverside
is a SLOT_PRICERANGE -ly priced restaurant in the SLOT_AREA .
3.6635 3 3 the riverside
is a SLOT_PRICERANGE -ly priced restaurant in the SLOT_AREA area
3.6941 3 3 the riverside
is a SLOT_PRICERANGE -ly priced restaurant in the SLOT_AREA
inform(name="Backstreet Bistro";type=placetoeat;eattype=restaurant;pricerange=moderate;area="romsey";food=Contemporary;food=English)
Penalty TSER ASER Gen
3.6643 3 3 the moderate is a SLOT_PRICERANGE restaurant in the romsey area .
4.6313 4 4 the moderate is a SLOT_PRICERANGE restaurant in the romsey area . it is a SLOT_PRICERANGE price range .
4.6430 4 4 the moderate is a SLOT_PRICERANGE restaurant in the romsey area . it is a SLOT_PRICERANGE price -s .
4.6668 4 4 the moderate is a SLOT_PRICERANGE restaurant in the romsey area . it is a SLOT_PRICERANGE -ly priced .
5.6056 5 5 the moderate is a SLOT_PRICERANGE restaurant in the romsey area . it is a SLOT_PRICERANGE price -s and a SLOT_PRICERANGE price range .
inform(name="Blue Spice";type=placetoeat;eattype=restaurant;food=Indian)
Penalty TSER ASER Gen
4.5302 4 4 there is a SLOT_PRICERANGE -ly priced restaurant in the SLOT_PRICERANGE price range .
4.6462 4 4 there is a SLOT_PRICERANGE -ly priced restaurant in the SLOT_PRICERANGE price range
5.5511 5 5 there is a SLOT_PRICERANGE -ly priced restaurant in the SLOT_PRICERANGE price range and a SLOT_PRICERANGE price range .
5.6204 5 5 there is a SLOT_PRICERANGE -ly priced restaurant in the SLOT_PRICERANGE price range and a SLOT_PRICERANGE price range
6.5466 6 6 there is a SLOT_PRICERANGE -ly priced restaurant in the SLOT_PRICERANGE price range and a SLOT_PRICERANGE price range and a SLOT_PRICERANGE price range .
inform(name="The Rice Boat";type=placetoeat;eattype=restaurant;pricerange=cheap;near="Earl Of Beaconsfield")
Penalty TSER ASER Gen
3.5663 3 3 there is a cheap price range near the SLOT_PRICERANGE price range . it is located in the city area .
3.6012 3 3 there is a cheap price range near the SLOT_PRICERANGE price range .
4.5283 4 4 there is a cheap price range near the SLOT_PRICERANGE price range . it is located in the SLOT_PRICERANGE price range .
4.5297 4 4 there is a cheap price range near the SLOT_PRICERANGE price range . it is located in the SLOT_AREA area .
4.5686 4 4 there is a cheap price range near the SLOT_PRICERANGE price range . it is located in the SLOT_AREA .
inform(name="Alimentum";type=placetoeat;eattype=restaurant;near="India Palace";area="addenbrookes";food=Continental;food=French)
Penalty TSER ASER Gen
4.6150 4 4 there is a restaurant in the addenbrookes area near the SLOT_AREA . it is located in the city area .
4.6736 4 4 there is a restaurant in the addenbrookes area near the SLOT_AREA .
5.5693 5 5 there is a restaurant in the addenbrookes area near the SLOT_AREA . it is located in the SLOT_PRICERANGE price range .
5.5774 5 5 there is a restaurant in the addenbrookes area near the SLOT_AREA . it is located in the SLOT_AREA area .
5.6164 5 5 there is a restaurant in the addenbrookes area near the SLOT_AREA . it is located in the SLOT_AREA .
inform(name="The Red Bull";type=placetoeat;pricerange=moderate;area="newnham";eattype=restaurant)
Penalty TSER ASER Gen
2.5406 2 2 the moderate is a SLOT_PRICERANGE -ly priced restaurant in the newnham area .
2.5753 2 2 the moderate is a SLOT_PRICERANGE -ly priced restaurant in the newnham area area .
2.6229 2 2 the moderate is a SLOT_PRICERANGE -ly priced restaurant in the newnham .
2.6435 2 2 the moderate is a SLOT_PRICERANGE -ly priced restaurant in the newnham area
3.5642 3 3 the moderate is a SLOT_PRICERANGE -ly priced restaurant in the newnham area and SLOT_PRICERANGE price range .
inform(name="The Rice Boat";type=placetoeat;near="Hughes Hall";pricerange=cheap;eattype=restaurant)
Penalty TSER ASER Gen
3.5663 3 3 there is a cheap price range near the SLOT_PRICERANGE price range . it is located in the city area .
3.6012 3 3 there is a cheap price range near the SLOT_PRICERANGE price range .
4.5283 4 4 there is a cheap price range near the SLOT_PRICERANGE price range . it is located in the SLOT_PRICERANGE price range .
4.5297 4 4 there is a cheap price range near the SLOT_PRICERANGE price range . it is located in the SLOT_AREA area .
4.5686 4 4 there is a cheap price range near the SLOT_PRICERANGE price range . it is located in the SLOT_AREA .
inform(name="d'Arry's";type=placetoeat;eattype=restaurant;near="Arts Picture House and Cafe-Bar";pricerange=expensive;area=citycentre)
Penalty TSER ASER Gen
4.7187 4 4 the expensive is a SLOT_PRICERANGE -ly priced near the citycentre
area near the SLOT_AREA . it is located in the city area .
4.7726 4 4 the expensive is a SLOT_PRICERANGE -ly priced near the citycentre
area near the SLOT_AREA .
4.7742 4 4 the expensive is a SLOT_PRICERANGE -ly priced near the citycentre
area near the SLOT_AREA . it is located in the city area
5.6872 5 5 the expensive is a SLOT_PRICERANGE -ly priced near the citycentre
area near the SLOT_AREA . it is located in the SLOT_AREA area .
5.7199 5 5 the expensive is a SLOT_PRICERANGE -ly priced near the citycentre
area near the SLOT_AREA . it is located in the SLOT_AREA .
inform(name="Shiraz";type=placetoeat;near="Le Gros Franck";pricerange=expensive;area=riverside;eattype=restaurant)
Penalty TSER ASER Gen
4.7187 4 4 the expensive is a SLOT_PRICERANGE -ly priced near the riverside area near the SLOT_AREA . it is located in the city area .
4.7726 4 4 the expensive is a SLOT_PRICERANGE -ly priced near the riverside area near the SLOT_AREA .
4.7742 4 4 the expensive is a SLOT_PRICERANGE -ly priced near the riverside area near the SLOT_AREA . it is located in the city area
5.6872 5 5 the expensive is a SLOT_PRICERANGE -ly priced near the riverside area near the SLOT_AREA . it is located in the SLOT_AREA area .
5.7199 5 5 the expensive is a SLOT_PRICERANGE -ly priced near the riverside area near the SLOT_AREA . it is located in the SLOT_AREA .
inform(name="Ugly Duckling";type=placetoeat;eattype=restaurant;area=citycentre;near="The Fez Club";food=Chinese)
Penalty TSER ASER Gen
4.6150 4 4 there is a restaurant in the citycentre area near the SLOT_AREA . it is located in the city area .
4.6736 4 4 there is a restaurant in the citycentre area near the SLOT_AREA .
5.5693 5 5 there is a restaurant in the citycentre area near the SLOT_AREA . it is located in the SLOT_PRICERANGE price range .
5.5774 5 5 there is a restaurant in the citycentre area near the SLOT_AREA . it is located in the SLOT_AREA area .
5.6164 5 5 there is a restaurant in the citycentre area near the SLOT_AREA . it is located in the SLOT_AREA .
inform(name="Frankie and Benny's";type=placetoeat;eattype=restaurant;area="romsey";near="The Rice Boat")
Penalty TSER ASER Gen
3.5570 3 3 there is a SLOT_PRICERANGE restaurant near the romsey . it is located in the city area .
3.6591 3 3 there is a SLOT_PRICERANGE restaurant near the romsey area .
3.6664 3 3 there is a SLOT_PRICERANGE restaurant near the romsey .
4.4975 4 4 there is a SLOT_PRICERANGE restaurant near the romsey . it is located in the SLOT_AREA area .
4.5407 4 4 there is a SLOT_PRICERANGE restaurant near the romsey . it is located in the SLOT_AREA area area .
inform(name="Tandoori Palace";type=placetoeat;area="castlehill";near="Pembroke College";eattype=restaurant)
Penalty TSER ASER Gen
3.5570 3 3 there is a SLOT_PRICERANGE restaurant near the castlehill . it is located in the city area .
3.6591 3 3 there is a SLOT_PRICERANGE restaurant near the castlehill area .
3.6664 3 3 there is a SLOT_PRICERANGE restaurant near the castlehill .
4.4975 4 4 there is a SLOT_PRICERANGE restaurant near the castlehill . it is located in the SLOT_AREA area .
4.5407 4 4 there is a SLOT_PRICERANGE restaurant near the castlehill . it is located in the SLOT_AREA area area .
inform(name="Nanna Mexico";type=placetoeat;eattype=restaurant;pricerange=cheap;area=citycentre)
Penalty TSER ASER Gen
2.5406 2 2 the cheap is a SLOT_PRICERANGE -ly priced restaurant in the citycentre
area .
2.5753 2 2 the cheap is a SLOT_PRICERANGE -ly priced restaurant in the citycentre
area area .
2.6229 2 2 the cheap is a SLOT_PRICERANGE -ly priced restaurant in the citycentre
.
2.6435 2 2 the cheap is a SLOT_PRICERANGE -ly priced restaurant in the citycentre
area
3.5642 3 3 the cheap is a SLOT_PRICERANGE -ly priced restaurant in the citycentre
area and SLOT_PRICERANGE price range .
inform(name="The Golden Palace";type=placetoeat;eattype=restaurant;near="Cambridge University Real Tennis Club";area=riverside;area=citycentre;food=Chinese)
Penalty TSER ASER Gen
4.6150 4 4 there is a restaurant in the riverside area near the citycentre . it is located in the city area .
4.6736 4 4 there is a restaurant in the riverside area near the citycentre .
5.5693 5 5 there is a restaurant in the riverside area near the citycentre . it is located in the SLOT_PRICERANGE price range .
5.5774 5 5 there is a restaurant in the riverside area near the citycentre . it is located in the SLOT_AREA area .
5.6164 5 5 there is a restaurant in the riverside area near the citycentre . it is located in the SLOT_AREA .
inform(name="Fort Saint George";type=placetoeat;near="The Bakers";area=riverside;eattype=restaurant)
Penalty TSER ASER Gen
3.5570 3 3 there is a SLOT_PRICERANGE restaurant near the riverside . it is located in the city area .
3.6591 3 3 there is a SLOT_PRICERANGE restaurant near the riverside area .
3.6664 3 3 there is a SLOT_PRICERANGE restaurant near the riverside .
4.4975 4 4 there is a SLOT_PRICERANGE restaurant near the riverside . it is located in the SLOT_AREA area .
4.5407 4 4 there is a SLOT_PRICERANGE restaurant near the riverside . it is located in the SLOT_AREA area area .
inform(name="Clowns";eattype=coffeeshop;eattype=restaurant)
Penalty TSER ASER Gen
3.6407 3 3 the SLOT_PRICERANGE price range is a SLOT_PRICERANGE price range .
3.7585 3 3 the SLOT_PRICERANGE price range is a SLOT_PRICERANGE price range
4.5728 4 4 the SLOT_PRICERANGE price range is a SLOT_PRICERANGE price range and a SLOT_PRICERANGE price range .
4.6605 4 4 the SLOT_PRICERANGE price range is a SLOT_PRICERANGE price range and a SLOT_PRICERANGE price range
5.5602 5 5 the SLOT_PRICERANGE price range is a SLOT_PRICERANGE price range and a SLOT_PRICERANGE price range and a SLOT_PRICERANGE price range .
inform(name="Asia";type=placetoeat;eattype=restaurant;area=riverside;near="The Salisbury Arms";food=Indian;food="Indian takeaway")
Penalty TSER ASER Gen
4.6150 4 4 there is a restaurant in the riverside area near the SLOT_AREA . it is located in the city area .
4.6736 4 4 there is a restaurant in the riverside area near the SLOT_AREA .
5.5693 5 5 there is a restaurant in the riverside area near the SLOT_AREA . it is located in the SLOT_PRICERANGE price range .
5.5774 5 5 there is a restaurant in the riverside area near the SLOT_AREA . it is located in the SLOT_AREA area .
5.6164 5 5 there is a restaurant in the riverside area near the SLOT_AREA . it is located in the SLOT_AREA .
inform(name="Tang Chinese";type=placetoeat;eattype=restaurant;area=riverside;area=citycentre;near="The Plough";near="The Barn Tea Rooms")
Penalty TSER ASER Gen
3.5570 3 3 there is a SLOT_PRICERANGE restaurant near the riverside . it is located in the city area .
3.6591 3 3 there is a SLOT_PRICERANGE restaurant near the riverside area .
3.6664 3 3 there is a SLOT_PRICERANGE restaurant near the riverside .
4.4975 4 4 there is a SLOT_PRICERANGE restaurant near the riverside . it is located in the citycentre area .
4.5407 4 4 there is a SLOT_PRICERANGE restaurant near the riverside . it is located in the citycentre area area .
inform(name=chow;food='comfort food';goodformeal=dinner)
Penalty TSER ASER Gen
5.9006 5 5 the SLOT_PRICERANGE -ly priced restaurant and a SLOT_PRICERANGE price range .
6.8113 6 6 the SLOT_PRICERANGE -ly priced restaurant and a SLOT_PRICERANGE price range . it is a SLOT_PRICERANGE price range .
6.8945 6 6 the SLOT_PRICERANGE -ly priced restaurant and a SLOT_PRICERANGE price range . it is a SLOT_PRICERANGE price range
7.7413 7 7 the SLOT_PRICERANGE -ly priced restaurant and a SLOT_PRICERANGE price range . it is a SLOT_PRICERANGE price range and a SLOT_PRICERANGE price range .
7.8058 7 7 the SLOT_PRICERANGE -ly priced restaurant and a SLOT_PRICERANGE price range . it is a SLOT_PRICERANGE price range and a SLOT_PRICERANGE price range
##############################################
BLEU SCORE & SLOT ERROR on GENERATED SENTENCES
##############################################
Metric : BLEU T.ERR A.ERR
HDC : 0.0000 0.00% 0.00%
Ref : 1.0000 70.13% 70.13%
----------------------------------------------
This Model : 0.1688 123.50% 123.50%