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May 12, 2023 03:52
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%% This is the full-text prompt used in Zero-shot dialogue understanding on MultiWOZ2.4 | |
%% Following is the prompt for the first turn of the dialogue | |
%% The description of tables and other requirements are static across all samples. | |
%% All lines starting with '%%' are comments and should not be included in the prompt. | |
I present you with some databases together with one example item and value constraints | |
Hotel | |
| name | type | parking | book_stay | book_day | book_people | area | stars | internet | pricerange | | |
| hamilton lodge | guest house | no | 1 | tuesday | 6 | north | 5 | free | cheap | | |
area can be one of [lspeast, south, centre, dontcare, north, west | |
] | |
stars can be one digit from 0 to 5 | |
parking can be one of [free, yes, dontcare, no | |
] | |
internet can be one of [free, yes, dontcare, no | |
] | |
book_day can be one day in a week | |
book_people can be one digital number | |
book_stay can be one number from 1 to 5 | |
type can be 'guest house' or hotel | |
pricerange can be one of [expensive, cheap, moderate, dontcare | |
] | |
Train | |
| departure | destination | arriveby | leaveat | book_people | day | | |
| bishops stortford | cambridge | 20: 07 | 13: 32 | 2 | monday | | |
day can be one day in a week | |
arriveby, leaveat can be a 'HH:MM' timestamp | |
Attraction | |
| name | type | area | | |
| pembroke college | outdoor | west | | |
type can be one of [cinema, museum, multiple sports, dontcare, concert hall, pool, outdoor, church, park, entertainment, swimming pool, theatre, college, architecture, boat, nightclub | |
] | |
area can be one of [east, north, south, dontcare, centre, west | |
] | |
Restaurant | |
| name | food | book_people | book_day | book_time | area | pricerange | | |
| hotel du vin and bistro | chinese | 2 | saturday | 18: 30 | dontcare | cheap | | |
pricerange can be one of [expensive, cheap, moderate, dontcare | |
] | |
area can be one of [east, south, centre, dontcare, north, west | |
] | |
Taxi | |
| arriveby | leaveat | departure | destination | | |
| 12: 30 | 24: 30 | cambridge artworks | warkworth house | | |
I need you to look at a series of conversation turns between system and user, and output all attributes requested by the user. I'll give you all turns one by one. | |
Your need to output in following form for every turn I give you: | |
User informed 'N' columns: <table name>-<column>=<value>; ... | |
For example: | |
User informed 2 columns: restaurant-food=chinese; hotel-area=dontcare | |
You must output attributes that is valid in above tables | |
**Important:** you should't output any attributes that have alrealy appeared in any previous lists. | |
Next is the first turn: 1th turn: | |
System: | |
User: hi , can you give me some information on a place to stay in cambridge ? i would prefer some place expensive . | |
Please write the lists: (Don't write anything other than the lists themselves) | |
%% Above is the prompt for the first turn of the dialogue | |
%% Following is the prompt for the second turn of the dialogue | |
%% BTW, the expected output for the first turn is: "User informed 2 columns: hotel-area=cambridge; hotel-price=expensive"2th turn: | |
System: sure , there are 5 expensive hotel -s in cambridge . is there an area you prefer ? | |
User: no specific area , but i would like a guest house , rather than a hotel . i would also like a place that s 3 stars | |
%% Above is the prompt for the second turn of the dialogue | |
%% Following is the prompt for the third turn of the dialogue | |
3th turn: | |
System: there are 23 star hotel -s would you like me to book 1 ? | |
User: no . are there any 3 star guest houses available at a moderate price that include free wifi ? | |
... |
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