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gem_id (string)gem_parent_id (string)dialog_acts (list)context (list)dialog_id (string)service (string)turn_id (int32)prompt (string)target (string)references (list)linearized_input (string)
"schema_guided_dialog-train-0"
"schema_guided_dialog-train-0"
[ { "act": 13, "slot": "city", "values": [] } ]
[]
"1_00000"
"Restaurants_1"
1
"I am feeling hungry so I would like to find a place to eat."
"Do you have a specific which you want the eating place to be located at?"
[ "Do you have a specific which you want the eating place to be located at?" ]
"Prompt: "I am feeling hungry so I would like to find a place to eat.", Response Type: request, Type of Slot: city, Agent: Restaurants_1"
"schema_guided_dialog-train-1"
"schema_guided_dialog-train-1"
[ { "act": 13, "slot": "cuisine", "values": [ "Mexican", "Italian" ] } ]
[ "I am feeling hungry so I would like to find a place to eat.", "Do you have a specific which you want the eating place to be located at?" ]
"1_00000"
"Restaurants_1"
3
"I would like for it to be in San Jose."
"Is there a specific cuisine type you enjoy, such as Mexican, Italian or something else?"
[ "Is there a specific cuisine type you enjoy, such as Mexican, Italian or something else?" ]
"Prompt: "I would like for it to be in San Jose.", Response Type: request, Type of Slot: cuisine, Values: Mexican or Italian, Agent: Restaurants_1"
"schema_guided_dialog-train-2"
"schema_guided_dialog-train-2"
[ { "act": 11, "slot": "restaurant_name", "values": [ "71 Saint Peter" ] }, { "act": 11, "slot": "city", "values": [ "San Jose" ] } ]
[ "I am feeling hungry so I would like to find a place to eat.", "Do you have a specific which you want the eating place to be located at?", "I would like for it to be in San Jose.", "Is there a specific cuisine type you enjoy, such as Mexican, Italian or something else?" ]
"1_00000"
"Restaurants_1"
5
"I usually like eating the American type of food."
"I see that at 71 Saint Peter there is a good restaurant which is in San Jose."
[ "I see that at 71 Saint Peter there is a good restaurant which is in San Jose." ]
"Prompt: "I usually like eating the American type of food.", Response Type: offer, Type of Slot: restaurant_name, Values: 71 Saint Peter, Response Type: offer, Type of Slot: city, Values: San Jose, Agent: Restaurants_1"
"schema_guided_dialog-train-3"
"schema_guided_dialog-train-3"
[ { "act": 4, "slot": "street_address", "values": [ "71 North San Pedro Street" ] } ]
[ "I am feeling hungry so I would like to find a place to eat.", "Do you have a specific which you want the eating place to be located at?", "I would like for it to be in San Jose.", "Is there a specific cuisine type you enjoy, such as Mexican, Italian or something else?", "I usually like eating the American type of food.", "I see that at 71 Saint Peter there is a good restaurant which is in San Jose." ]
"1_00000"
"Restaurants_1"
7
"Can you give me the address of this restaurant."
"If you want to go to this restaurant you can find it at 71 North San Pedro Street."
[ "If you want to go to this restaurant you can find it at 71 North San Pedro Street." ]
"Prompt: "Can you give me the address of this restaurant.", Response Type: inform, Type of Slot: street_address, Values: 71 North San Pedro Street, Agent: Restaurants_1"
"schema_guided_dialog-train-4"
"schema_guided_dialog-train-4"
[ { "act": 4, "slot": "phone_number", "values": [ "408-971-8523" ] } ]
[ "I am feeling hungry so I would like to find a place to eat.", "Do you have a specific which you want the eating place to be located at?", "I would like for it to be in San Jose.", "Is there a specific cuisine type you enjoy, such as Mexican, Italian or something else?", "I usually like eating the American type of food.", "I see that at 71 Saint Peter there is a good restaurant which is in San Jose.", "Can you give me the address of this restaurant.", "If you want to go to this restaurant you can find it at 71 North San Pedro Street." ]
"1_00000"
"Restaurants_1"
9
"Can you give me the phone number that I can contact them with?"
"If you want to phone them you can at 408-971-8523."
[ "If you want to phone them you can at 408-971-8523." ]
"Prompt: "Can you give me the phone number that I can contact them with?", Response Type: inform, Type of Slot: phone_number, Values: 408-971-8523, Agent: Restaurants_1"
"schema_guided_dialog-train-5"
"schema_guided_dialog-train-5"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Bazille" ] }, { "act": 11, "slot": "city", "values": [ "San Jose" ] } ]
[ "I am feeling hungry so I would like to find a place to eat.", "Do you have a specific which you want the eating place to be located at?", "I would like for it to be in San Jose.", "Is there a specific cuisine type you enjoy, such as Mexican, Italian or something else?", "I usually like eating the American type of food.", "I see that at 71 Saint Peter there is a good restaurant which is in San Jose.", "Can you give me the address of this restaurant.", "If you want to go to this restaurant you can find it at 71 North San Pedro Street.", "Can you give me the phone number that I can contact them with?", "If you want to phone them you can at 408-971-8523." ]
"1_00000"
"Restaurants_1"
11
"Is there some other restaurant which you can suggest?"
"How would you like Bazille restaurant which is situated in San Jose."
[ "How would you like Bazille restaurant which is situated in San Jose." ]
"Prompt: "Is there some other restaurant which you can suggest?", Response Type: offer, Type of Slot: restaurant_name, Values: Bazille, Response Type: offer, Type of Slot: city, Values: San Jose, Agent: Restaurants_1"
"schema_guided_dialog-train-6"
"schema_guided_dialog-train-6"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Bird Dog" ] }, { "act": 11, "slot": "city", "values": [ "Palo Alto" ] }, { "act": 5, "slot": "count", "values": [ "7" ] } ]
[ "I am feeling hungry so I would like to find a place to eat.", "Do you have a specific which you want the eating place to be located at?", "I would like for it to be in San Jose.", "Is there a specific cuisine type you enjoy, such as Mexican, Italian or something else?", "I usually like eating the American type of food.", "I see that at 71 Saint Peter there is a good restaurant which is in San Jose.", "Can you give me the address of this restaurant.", "If you want to go to this restaurant you can find it at 71 North San Pedro Street.", "Can you give me the phone number that I can contact them with?", "If you want to phone them you can at 408-971-8523.", "Is there some other restaurant which you can suggest?", "How would you like Bazille restaurant which is situated in San Jose." ]
"1_00000"
"Restaurants_1"
13
"Do you have another restaurant matching my needs? For example a restaurant which is economical and is located in Palo Alto."
"I see that 7 restaurants suit to what you requested. Bird Dog seems as a good restaurant and is located in Palo Alto."
[ "I see that 7 restaurants suit to what you requested. Bird Dog seems as a good restaurant and is located in Palo Alto." ]
"Prompt: "Do you have another restaurant matching my needs? For example a restaurant which is economical and is located in Palo Alto.", Response Type: offer, Type of Slot: restaurant_name, Values: Bird Dog, Response Type: offer, Type of Slot: city, Values: Palo Alto, Response Type: inform_count, Type of Slot: count, Values: 7, Agent: Restaurants_1"
"schema_guided_dialog-train-7"
"schema_guided_dialog-train-7"
[ { "act": 13, "slot": "time", "values": [] } ]
[ "I am feeling hungry so I would like to find a place to eat.", "Do you have a specific which you want the eating place to be located at?", "I would like for it to be in San Jose.", "Is there a specific cuisine type you enjoy, such as Mexican, Italian or something else?", "I usually like eating the American type of food.", "I see that at 71 Saint Peter there is a good restaurant which is in San Jose.", "Can you give me the address of this restaurant.", "If you want to go to this restaurant you can find it at 71 North San Pedro Street.", "Can you give me the phone number that I can contact them with?", "If you want to phone them you can at 408-971-8523.", "Is there some other restaurant which you can suggest?", "How would you like Bazille restaurant which is situated in San Jose.", "Do you have another restaurant matching my needs? For example a restaurant which is economical and is located in Palo Alto.", "I see that 7 restaurants suit to what you requested. Bird Dog seems as a good restaurant and is located in Palo Alto." ]
"1_00000"
"Restaurants_1"
15
"Alright, that seems good. I would like to make a booking at this restaurant."
"For which time do you want the booking to be?"
[ "For which time do you want the booking to be?" ]
"Prompt: "Alright, that seems good. I would like to make a booking at this restaurant.", Response Type: request, Type of Slot: time, Agent: Restaurants_1"
"schema_guided_dialog-train-8"
"schema_guided_dialog-train-8"
[ { "act": 2, "slot": "restaurant_name", "values": [ "Bird Dog" ] }, { "act": 2, "slot": "city", "values": [ "Palo Alto" ] }, { "act": 2, "slot": "time", "values": [ "11:30 am" ] }, { "act": 2, "slot": "party_size", "values": [ "2" ] }, { "act": 2, "slot": "date", "values": [ "today" ] } ]
[ "I am feeling hungry so I would like to find a place to eat.", "Do you have a specific which you want the eating place to be located at?", "I would like for it to be in San Jose.", "Is there a specific cuisine type you enjoy, such as Mexican, Italian or something else?", "I usually like eating the American type of food.", "I see that at 71 Saint Peter there is a good restaurant which is in San Jose.", "Can you give me the address of this restaurant.", "If you want to go to this restaurant you can find it at 71 North San Pedro Street.", "Can you give me the phone number that I can contact them with?", "If you want to phone them you can at 408-971-8523.", "Is there some other restaurant which you can suggest?", "How would you like Bazille restaurant which is situated in San Jose.", "Do you have another restaurant matching my needs? For example a restaurant which is economical and is located in Palo Alto.", "I see that 7 restaurants suit to what you requested. Bird Dog seems as a good restaurant and is located in Palo Alto.", "Alright, that seems good. I would like to make a booking at this restaurant.", "For which time do you want the booking to be?" ]
"1_00000"
"Restaurants_1"
17
"I will be eating there at 11:30 am so make it for then."
"Can you please confirm that you want to book a table for 2 at 11:30 am at the Bird Dog restaurant in Palo Alto for today."
[ "Can you please confirm that you want to book a table for 2 at 11:30 am at the Bird Dog restaurant in Palo Alto for today." ]
"Prompt: "I will be eating there at 11:30 am so make it for then.", Response Type: confirm, Type of Slot: restaurant_name, Values: Bird Dog, Response Type: confirm, Type of Slot: city, Values: Palo Alto, Response Type: confirm, Type of Slot: time, Values: 11:30 am, Response Type: confirm, Type of Slot: party_size, Values: 2, Response Type: confirm, Type of Slot: date, Values: today, Agent: Restaurants_1"
"schema_guided_dialog-train-9"
"schema_guided_dialog-train-9"
[ { "act": 4, "slot": "has_live_music", "values": [ "False" ] }, { "act": 10, "slot": "", "values": [] } ]
[ "I am feeling hungry so I would like to find a place to eat.", "Do you have a specific which you want the eating place to be located at?", "I would like for it to be in San Jose.", "Is there a specific cuisine type you enjoy, such as Mexican, Italian or something else?", "I usually like eating the American type of food.", "I see that at 71 Saint Peter there is a good restaurant which is in San Jose.", "Can you give me the address of this restaurant.", "If you want to go to this restaurant you can find it at 71 North San Pedro Street.", "Can you give me the phone number that I can contact them with?", "If you want to phone them you can at 408-971-8523.", "Is there some other restaurant which you can suggest?", "How would you like Bazille restaurant which is situated in San Jose.", "Do you have another restaurant matching my needs? For example a restaurant which is economical and is located in Palo Alto.", "I see that 7 restaurants suit to what you requested. Bird Dog seems as a good restaurant and is located in Palo Alto.", "Alright, that seems good. I would like to make a booking at this restaurant.", "For which time do you want the booking to be?", "I will be eating there at 11:30 am so make it for then.", "Can you please confirm that you want to book a table for 2 at 11:30 am at the Bird Dog restaurant in Palo Alto for today." ]
"1_00000"
"Restaurants_1"
19
"That suits me well. Can you tell me if they feature live music?"
"Your booking has been made without errors, but unfortunately they do not have live music."
[ "Your booking has been made without errors, but unfortunately they do not have live music." ]
"Prompt: "That suits me well. Can you tell me if they feature live music?", Response Type: inform, Type of Slot: has_live_music, Values: False, Response Type: notify_success, Agent: Restaurants_1"
"schema_guided_dialog-train-10"
"schema_guided_dialog-train-10"
[ { "act": 4, "slot": "street_address", "values": [ "420 Ramona Street" ] }, { "act": 4, "slot": "serves_alcohol", "values": [ "False" ] } ]
[ "I am feeling hungry so I would like to find a place to eat.", "Do you have a specific which you want the eating place to be located at?", "I would like for it to be in San Jose.", "Is there a specific cuisine type you enjoy, such as Mexican, Italian or something else?", "I usually like eating the American type of food.", "I see that at 71 Saint Peter there is a good restaurant which is in San Jose.", "Can you give me the address of this restaurant.", "If you want to go to this restaurant you can find it at 71 North San Pedro Street.", "Can you give me the phone number that I can contact them with?", "If you want to phone them you can at 408-971-8523.", "Is there some other restaurant which you can suggest?", "How would you like Bazille restaurant which is situated in San Jose.", "Do you have another restaurant matching my needs? For example a restaurant which is economical and is located in Palo Alto.", "I see that 7 restaurants suit to what you requested. Bird Dog seems as a good restaurant and is located in Palo Alto.", "Alright, that seems good. I would like to make a booking at this restaurant.", "For which time do you want the booking to be?", "I will be eating there at 11:30 am so make it for then.", "Can you please confirm that you want to book a table for 2 at 11:30 am at the Bird Dog restaurant in Palo Alto for today.", "That suits me well. Can you tell me if they feature live music?", "Your booking has been made without errors, but unfortunately they do not have live music." ]
"1_00000"
"Restaurants_1"
21
"Will I be able to find liquor there? Can you give me the address of their location?"
"The restaurant is located at 420 Ramona Street. Unfortunately they do not serve alcohol at the restaurant."
[ "The restaurant is located at 420 Ramona Street. Unfortunately they do not serve alcohol at the restaurant." ]
"Prompt: "Will I be able to find liquor there? Can you give me the address of their location?", Response Type: inform, Type of Slot: street_address, Values: 420 Ramona Street, Response Type: inform, Type of Slot: serves_alcohol, Values: False, Agent: Restaurants_1"
"schema_guided_dialog-train-11"
"schema_guided_dialog-train-11"
[ { "act": 3, "slot": "", "values": [] } ]
[ "I am feeling hungry so I would like to find a place to eat.", "Do you have a specific which you want the eating place to be located at?", "I would like for it to be in San Jose.", "Is there a specific cuisine type you enjoy, such as Mexican, Italian or something else?", "I usually like eating the American type of food.", "I see that at 71 Saint Peter there is a good restaurant which is in San Jose.", "Can you give me the address of this restaurant.", "If you want to go to this restaurant you can find it at 71 North San Pedro Street.", "Can you give me the phone number that I can contact them with?", "If you want to phone them you can at 408-971-8523.", "Is there some other restaurant which you can suggest?", "How would you like Bazille restaurant which is situated in San Jose.", "Do you have another restaurant matching my needs? For example a restaurant which is economical and is located in Palo Alto.", "I see that 7 restaurants suit to what you requested. Bird Dog seems as a good restaurant and is located in Palo Alto.", "Alright, that seems good. I would like to make a booking at this restaurant.", "For which time do you want the booking to be?", "I will be eating there at 11:30 am so make it for then.", "Can you please confirm that you want to book a table for 2 at 11:30 am at the Bird Dog restaurant in Palo Alto for today.", "That suits me well. Can you tell me if they feature live music?", "Your booking has been made without errors, but unfortunately they do not have live music.", "Will I be able to find liquor there? Can you give me the address of their location?", "The restaurant is located at 420 Ramona Street. Unfortunately they do not serve alcohol at the restaurant." ]
"1_00000"
"Restaurants_1"
23
"I appreciate it very much. That would be all."
"Have a good time!"
[ "Have a good time!" ]
"Prompt: "I appreciate it very much. That would be all.", Response Type: goodbye, Agent: Restaurants_1"
"schema_guided_dialog-train-12"
"schema_guided_dialog-train-12"
[ { "act": 13, "slot": "cuisine", "values": [] }, { "act": 13, "slot": "city", "values": [] } ]
[]
"1_00001"
"Restaurants_1"
1
"Hi i need a help, i am very hungry, I am looking for a restaurant"
"Sure, I will help you, What type of food are you looking for? Which city should i search in?"
[ "Sure, I will help you, What type of food are you looking for? Which city should i search in?" ]
"Prompt: "Hi i need a help, i am very hungry, I am looking for a restaurant", Response Type: request, Type of Slot: cuisine, Response Type: request, Type of Slot: city, Agent: Restaurants_1"
"schema_guided_dialog-train-13"
"schema_guided_dialog-train-13"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Anjappar Chettinad Restaurant" ] }, { "act": 11, "slot": "city", "values": [ "Milpitas" ] } ]
[ "Hi i need a help, i am very hungry, I am looking for a restaurant", "Sure, I will help you, What type of food are you looking for? Which city should i search in?" ]
"1_00001"
"Restaurants_1"
3
"Some Punjabi kind of foods in milpitas"
"I found a good restaurant in Milpitas, The restaurant name is Anjappar Chettinad Restaurant"
[ "I found a good restaurant in Milpitas, The restaurant name is Anjappar Chettinad Restaurant" ]
"Prompt: "Some Punjabi kind of foods in milpitas", Response Type: offer, Type of Slot: restaurant_name, Values: Anjappar Chettinad Restaurant, Response Type: offer, Type of Slot: city, Values: Milpitas, Agent: Restaurants_1"
"schema_guided_dialog-train-14"
"schema_guided_dialog-train-14"
[ { "act": 4, "slot": "street_address", "values": [ "Milpitas Square" ] }, { "act": 4, "slot": "price_range", "values": [ "moderate" ] } ]
[ "Hi i need a help, i am very hungry, I am looking for a restaurant", "Sure, I will help you, What type of food are you looking for? Which city should i search in?", "Some Punjabi kind of foods in milpitas", "I found a good restaurant in Milpitas, The restaurant name is Anjappar Chettinad Restaurant" ]
"1_00001"
"Restaurants_1"
5
"Ok, What is the address? How pricey are they?"
"Price range is moderate, The address is Milpitas Square"
[ "Price range is moderate, The address is Milpitas Square" ]
"Prompt: "Ok, What is the address? How pricey are they?", Response Type: inform, Type of Slot: street_address, Values: Milpitas Square, Response Type: inform, Type of Slot: price_range, Values: moderate, Agent: Restaurants_1"
"schema_guided_dialog-train-15"
"schema_guided_dialog-train-15"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Aria Dining & Banquets Fine Indian Cuisine" ] }, { "act": 11, "slot": "city", "values": [ "Milpitas" ] } ]
[ "Hi i need a help, i am very hungry, I am looking for a restaurant", "Sure, I will help you, What type of food are you looking for? Which city should i search in?", "Some Punjabi kind of foods in milpitas", "I found a good restaurant in Milpitas, The restaurant name is Anjappar Chettinad Restaurant", "Ok, What is the address? How pricey are they?", "Price range is moderate, The address is Milpitas Square" ]
"1_00001"
"Restaurants_1"
7
"Ok, Find me another restaurant?"
"I found another restaurant for you, Aria Dining & Banquets Fine Indian Cuisine Restaurant at Milpitas"
[ "I found another restaurant for you, Aria Dining & Banquets Fine Indian Cuisine Restaurant at Milpitas" ]
"Prompt: "Ok, Find me another restaurant?", Response Type: offer, Type of Slot: restaurant_name, Values: Aria Dining & Banquets Fine Indian Cuisine, Response Type: offer, Type of Slot: city, Values: Milpitas, Agent: Restaurants_1"
"schema_guided_dialog-train-16"
"schema_guided_dialog-train-16"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Olive garden Italian Restaurant" ] }, { "act": 11, "slot": "city", "values": [ "Milpitas" ] }, { "act": 5, "slot": "count", "values": [ "2" ] } ]
[ "Hi i need a help, i am very hungry, I am looking for a restaurant", "Sure, I will help you, What type of food are you looking for? Which city should i search in?", "Some Punjabi kind of foods in milpitas", "I found a good restaurant in Milpitas, The restaurant name is Anjappar Chettinad Restaurant", "Ok, What is the address? How pricey are they?", "Price range is moderate, The address is Milpitas Square", "Ok, Find me another restaurant?", "I found another restaurant for you, Aria Dining & Banquets Fine Indian Cuisine Restaurant at Milpitas" ]
"1_00001"
"Restaurants_1"
9
"No, suggest me another Restaurant, Some Take-out type of food will be perfect"
"I found 2 Restaurants, Olive garden Italian Restaurant at Milpitas"
[ "I found 2 Restaurants, Olive garden Italian Restaurant at Milpitas" ]
"Prompt: "No, suggest me another Restaurant, Some Take-out type of food will be perfect", Response Type: offer, Type of Slot: restaurant_name, Values: Olive garden Italian Restaurant, Response Type: offer, Type of Slot: city, Values: Milpitas, Response Type: inform_count, Type of Slot: count, Values: 2, Agent: Restaurants_1"
"schema_guided_dialog-train-17"
"schema_guided_dialog-train-17"
[ { "act": 12, "slot": "intent", "values": [ "ReserveRestaurant" ] } ]
[ "Hi i need a help, i am very hungry, I am looking for a restaurant", "Sure, I will help you, What type of food are you looking for? Which city should i search in?", "Some Punjabi kind of foods in milpitas", "I found a good restaurant in Milpitas, The restaurant name is Anjappar Chettinad Restaurant", "Ok, What is the address? How pricey are they?", "Price range is moderate, The address is Milpitas Square", "Ok, Find me another restaurant?", "I found another restaurant for you, Aria Dining & Banquets Fine Indian Cuisine Restaurant at Milpitas", "No, suggest me another Restaurant, Some Take-out type of food will be perfect", "I found 2 Restaurants, Olive garden Italian Restaurant at Milpitas" ]
"1_00001"
"Restaurants_1"
11
"Yes, it seems good for me"
"shall i reserve a table here for you?"
[ "shall i reserve a table here for you?" ]
"Prompt: "Yes, it seems good for me", Response Type: offer_intent, Type of Slot: intent, Values: ReserveRestaurant, Agent: Restaurants_1"
"schema_guided_dialog-train-18"
"schema_guided_dialog-train-18"
[ { "act": 13, "slot": "time", "values": [] } ]
[ "Hi i need a help, i am very hungry, I am looking for a restaurant", "Sure, I will help you, What type of food are you looking for? Which city should i search in?", "Some Punjabi kind of foods in milpitas", "I found a good restaurant in Milpitas, The restaurant name is Anjappar Chettinad Restaurant", "Ok, What is the address? How pricey are they?", "Price range is moderate, The address is Milpitas Square", "Ok, Find me another restaurant?", "I found another restaurant for you, Aria Dining & Banquets Fine Indian Cuisine Restaurant at Milpitas", "No, suggest me another Restaurant, Some Take-out type of food will be perfect", "I found 2 Restaurants, Olive garden Italian Restaurant at Milpitas", "Yes, it seems good for me", "shall i reserve a table here for you?" ]
"1_00001"
"Restaurants_1"
13
"Yes, I want it on the 11th"
"please tell me what time is the reservation for?"
[ "please tell me what time is the reservation for?" ]
"Prompt: "Yes, I want it on the 11th", Response Type: request, Type of Slot: time, Agent: Restaurants_1"
"schema_guided_dialog-train-19"
"schema_guided_dialog-train-19"
[ { "act": 2, "slot": "restaurant_name", "values": [ "Olive Garden Italian Restaurant" ] }, { "act": 2, "slot": "city", "values": [ "Milpitas" ] }, { "act": 2, "slot": "time", "values": [ "1:30 pm" ] }, { "act": 2, "slot": "date", "values": [ "March 11th" ] }, { "act": 2, "slot": "party_size", "values": [ "2" ] } ]
[ "Hi i need a help, i am very hungry, I am looking for a restaurant", "Sure, I will help you, What type of food are you looking for? Which city should i search in?", "Some Punjabi kind of foods in milpitas", "I found a good restaurant in Milpitas, The restaurant name is Anjappar Chettinad Restaurant", "Ok, What is the address? How pricey are they?", "Price range is moderate, The address is Milpitas Square", "Ok, Find me another restaurant?", "I found another restaurant for you, Aria Dining & Banquets Fine Indian Cuisine Restaurant at Milpitas", "No, suggest me another Restaurant, Some Take-out type of food will be perfect", "I found 2 Restaurants, Olive garden Italian Restaurant at Milpitas", "Yes, it seems good for me", "shall i reserve a table here for you?", "Yes, I want it on the 11th", "please tell me what time is the reservation for?" ]
"1_00001"
"Restaurants_1"
15
"at afternoon 1:30"
"Please confirm the following details: Booking a table at Olive Garden Italian Restaurant at Milpitas on March 11th reservation time is 1:30 pm, The reservation is for 2 people"
[ "Please confirm the following details: Booking a table at Olive Garden Italian Restaurant at Milpitas on March 11th reservation time is 1:30 pm, The reservation is for 2 people" ]
"Prompt: "at afternoon 1:30", Response Type: confirm, Type of Slot: restaurant_name, Values: Olive Garden Italian Restaurant, Response Type: confirm, Type of Slot: city, Values: Milpitas, Response Type: confirm, Type of Slot: time, Values: 1:30 pm, Response Type: confirm, Type of Slot: date, Values: March 11th, Response Type: confirm, Type of Slot: party_size, Values: 2, Agent: Restaurants_1"
"schema_guided_dialog-train-20"
"schema_guided_dialog-train-20"
[ { "act": 2, "slot": "time", "values": [ "12 pm" ] }, { "act": 2, "slot": "party_size", "values": [ "1" ] } ]
[ "Hi i need a help, i am very hungry, I am looking for a restaurant", "Sure, I will help you, What type of food are you looking for? Which city should i search in?", "Some Punjabi kind of foods in milpitas", "I found a good restaurant in Milpitas, The restaurant name is Anjappar Chettinad Restaurant", "Ok, What is the address? How pricey are they?", "Price range is moderate, The address is Milpitas Square", "Ok, Find me another restaurant?", "I found another restaurant for you, Aria Dining & Banquets Fine Indian Cuisine Restaurant at Milpitas", "No, suggest me another Restaurant, Some Take-out type of food will be perfect", "I found 2 Restaurants, Olive garden Italian Restaurant at Milpitas", "Yes, it seems good for me", "shall i reserve a table here for you?", "Yes, I want it on the 11th", "please tell me what time is the reservation for?", "at afternoon 1:30", "Please confirm the following details: Booking a table at Olive Garden Italian Restaurant at Milpitas on March 11th reservation time is 1:30 pm, The reservation is for 2 people" ]
"1_00001"
"Restaurants_1"
17
"No, time change to twelve in the afternoon for one people"
"Please confirm the following details: the reservation time is 12 pm, The reservation is for 1 people"
[ "Please confirm the following details: the reservation time is 12 pm, The reservation is for 1 people" ]
"Prompt: "No, time change to twelve in the afternoon for one people", Response Type: confirm, Type of Slot: time, Values: 12 pm, Response Type: confirm, Type of Slot: party_size, Values: 1, Agent: Restaurants_1"
"schema_guided_dialog-train-21"
"schema_guided_dialog-train-21"
[ { "act": 10, "slot": "", "values": [] } ]
[ "Hi i need a help, i am very hungry, I am looking for a restaurant", "Sure, I will help you, What type of food are you looking for? Which city should i search in?", "Some Punjabi kind of foods in milpitas", "I found a good restaurant in Milpitas, The restaurant name is Anjappar Chettinad Restaurant", "Ok, What is the address? How pricey are they?", "Price range is moderate, The address is Milpitas Square", "Ok, Find me another restaurant?", "I found another restaurant for you, Aria Dining & Banquets Fine Indian Cuisine Restaurant at Milpitas", "No, suggest me another Restaurant, Some Take-out type of food will be perfect", "I found 2 Restaurants, Olive garden Italian Restaurant at Milpitas", "Yes, it seems good for me", "shall i reserve a table here for you?", "Yes, I want it on the 11th", "please tell me what time is the reservation for?", "at afternoon 1:30", "Please confirm the following details: Booking a table at Olive Garden Italian Restaurant at Milpitas on March 11th reservation time is 1:30 pm, The reservation is for 2 people", "No, time change to twelve in the afternoon for one people", "Please confirm the following details: the reservation time is 12 pm, The reservation is for 1 people" ]
"1_00001"
"Restaurants_1"
19
"Yes"
"Congrats, your reservation is confirmed"
[ "Congrats, your reservation is confirmed" ]
"Prompt: "Yes", Response Type: notify_success, Agent: Restaurants_1"
"schema_guided_dialog-train-22"
"schema_guided_dialog-train-22"
[ { "act": 4, "slot": "has_live_music", "values": [ "False" ] }, { "act": 4, "slot": "street_address", "values": [ "1350 Great Mall Drive" ] } ]
[ "Hi i need a help, i am very hungry, I am looking for a restaurant", "Sure, I will help you, What type of food are you looking for? Which city should i search in?", "Some Punjabi kind of foods in milpitas", "I found a good restaurant in Milpitas, The restaurant name is Anjappar Chettinad Restaurant", "Ok, What is the address? How pricey are they?", "Price range is moderate, The address is Milpitas Square", "Ok, Find me another restaurant?", "I found another restaurant for you, Aria Dining & Banquets Fine Indian Cuisine Restaurant at Milpitas", "No, suggest me another Restaurant, Some Take-out type of food will be perfect", "I found 2 Restaurants, Olive garden Italian Restaurant at Milpitas", "Yes, it seems good for me", "shall i reserve a table here for you?", "Yes, I want it on the 11th", "please tell me what time is the reservation for?", "at afternoon 1:30", "Please confirm the following details: Booking a table at Olive Garden Italian Restaurant at Milpitas on March 11th reservation time is 1:30 pm, The reservation is for 2 people", "No, time change to twelve in the afternoon for one people", "Please confirm the following details: the reservation time is 12 pm, The reservation is for 1 people", "Yes", "Congrats, your reservation is confirmed" ]
"1_00001"
"Restaurants_1"
21
"What is the Restaurant address, Do they have live music, I love it"
"Sorry, They don't have live music, The restaurant address is 1350 Great Mall Drive"
[ "Sorry, They don't have live music, The restaurant address is 1350 Great Mall Drive" ]
"Prompt: "What is the Restaurant address, Do they have live music, I love it", Response Type: inform, Type of Slot: has_live_music, Values: False, Response Type: inform, Type of Slot: street_address, Values: 1350 Great Mall Drive, Agent: Restaurants_1"
"schema_guided_dialog-train-23"
"schema_guided_dialog-train-23"
[ { "act": 15, "slot": "", "values": [] } ]
[ "Hi i need a help, i am very hungry, I am looking for a restaurant", "Sure, I will help you, What type of food are you looking for? Which city should i search in?", "Some Punjabi kind of foods in milpitas", "I found a good restaurant in Milpitas, The restaurant name is Anjappar Chettinad Restaurant", "Ok, What is the address? How pricey are they?", "Price range is moderate, The address is Milpitas Square", "Ok, Find me another restaurant?", "I found another restaurant for you, Aria Dining & Banquets Fine Indian Cuisine Restaurant at Milpitas", "No, suggest me another Restaurant, Some Take-out type of food will be perfect", "I found 2 Restaurants, Olive garden Italian Restaurant at Milpitas", "Yes, it seems good for me", "shall i reserve a table here for you?", "Yes, I want it on the 11th", "please tell me what time is the reservation for?", "at afternoon 1:30", "Please confirm the following details: Booking a table at Olive Garden Italian Restaurant at Milpitas on March 11th reservation time is 1:30 pm, The reservation is for 2 people", "No, time change to twelve in the afternoon for one people", "Please confirm the following details: the reservation time is 12 pm, The reservation is for 1 people", "Yes", "Congrats, your reservation is confirmed", "What is the Restaurant address, Do they have live music, I love it", "Sorry, They don't have live music, The restaurant address is 1350 Great Mall Drive" ]
"1_00001"
"Restaurants_1"
23
"Thank you very much for your help"
"Shall i help you with anything else?"
[ "Shall i help you with anything else?" ]
"Prompt: "Thank you very much for your help", Response Type: req_more, Agent: Restaurants_1"
"schema_guided_dialog-train-24"
"schema_guided_dialog-train-24"
[ { "act": 3, "slot": "", "values": [] } ]
[ "Hi i need a help, i am very hungry, I am looking for a restaurant", "Sure, I will help you, What type of food are you looking for? Which city should i search in?", "Some Punjabi kind of foods in milpitas", "I found a good restaurant in Milpitas, The restaurant name is Anjappar Chettinad Restaurant", "Ok, What is the address? How pricey are they?", "Price range is moderate, The address is Milpitas Square", "Ok, Find me another restaurant?", "I found another restaurant for you, Aria Dining & Banquets Fine Indian Cuisine Restaurant at Milpitas", "No, suggest me another Restaurant, Some Take-out type of food will be perfect", "I found 2 Restaurants, Olive garden Italian Restaurant at Milpitas", "Yes, it seems good for me", "shall i reserve a table here for you?", "Yes, I want it on the 11th", "please tell me what time is the reservation for?", "at afternoon 1:30", "Please confirm the following details: Booking a table at Olive Garden Italian Restaurant at Milpitas on March 11th reservation time is 1:30 pm, The reservation is for 2 people", "No, time change to twelve in the afternoon for one people", "Please confirm the following details: the reservation time is 12 pm, The reservation is for 1 people", "Yes", "Congrats, your reservation is confirmed", "What is the Restaurant address, Do they have live music, I love it", "Sorry, They don't have live music, The restaurant address is 1350 Great Mall Drive", "Thank you very much for your help", "Shall i help you with anything else?" ]
"1_00001"
"Restaurants_1"
25
"No, Thanks"
"You are welcome, have a great day"
[ "You are welcome, have a great day" ]
"Prompt: "No, Thanks", Response Type: goodbye, Agent: Restaurants_1"
"schema_guided_dialog-train-25"
"schema_guided_dialog-train-25"
[ { "act": 13, "slot": "city", "values": [] }, { "act": 13, "slot": "cuisine", "values": [] } ]
[]
"1_00002"
"Restaurants_1"
1
"Help me find a good restaurant."
"In which city are you looking for the restaurant and do you have any preferred cuisine?"
[ "In which city are you looking for the restaurant and do you have any preferred cuisine?" ]
"Prompt: "Help me find a good restaurant.", Response Type: request, Type of Slot: city, Response Type: request, Type of Slot: cuisine, Agent: Restaurants_1"
"schema_guided_dialog-train-26"
"schema_guided_dialog-train-26"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Addis Restaurant" ] }, { "act": 11, "slot": "city", "values": [ "Berkeley" ] }, { "act": 5, "slot": "count", "values": [ "4" ] } ]
[ "Help me find a good restaurant.", "In which city are you looking for the restaurant and do you have any preferred cuisine?" ]
"1_00002"
"Restaurants_1"
3
"Find me Ethiopian cuisine in Berkeley."
"Of the 4 Ethiopian restaurants in Berkeley, Addis Restaurant is a good one."
[ "Of the 4 Ethiopian restaurants in Berkeley, Addis Restaurant is a good one." ]
"Prompt: "Find me Ethiopian cuisine in Berkeley.", Response Type: offer, Type of Slot: restaurant_name, Values: Addis Restaurant, Response Type: offer, Type of Slot: city, Values: Berkeley, Response Type: inform_count, Type of Slot: count, Values: 4, Agent: Restaurants_1"
"schema_guided_dialog-train-27"
"schema_guided_dialog-train-27"
[ { "act": 4, "slot": "has_live_music", "values": [ "False" ] } ]
[ "Help me find a good restaurant.", "In which city are you looking for the restaurant and do you have any preferred cuisine?", "Find me Ethiopian cuisine in Berkeley.", "Of the 4 Ethiopian restaurants in Berkeley, Addis Restaurant is a good one." ]
"1_00002"
"Restaurants_1"
5
"Do they have live music?"
"I'm sorry. They do not have live music."
[ "I'm sorry. They do not have live music." ]
"Prompt: "Do they have live music?", Response Type: inform, Type of Slot: has_live_music, Values: False, Agent: Restaurants_1"
"schema_guided_dialog-train-28"
"schema_guided_dialog-train-28"
[ { "act": 13, "slot": "time", "values": [] } ]
[ "Help me find a good restaurant.", "In which city are you looking for the restaurant and do you have any preferred cuisine?", "Find me Ethiopian cuisine in Berkeley.", "Of the 4 Ethiopian restaurants in Berkeley, Addis Restaurant is a good one.", "Do they have live music?", "I'm sorry. They do not have live music." ]
"1_00002"
"Restaurants_1"
7
"That's okay. I'd like to reserve a table for the 4th."
"At what time will you be arriving at the restaurant?"
[ "At what time will you be arriving at the restaurant?" ]
"Prompt: "That's okay. I'd like to reserve a table for the 4th.", Response Type: request, Type of Slot: time, Agent: Restaurants_1"
"schema_guided_dialog-train-29"
"schema_guided_dialog-train-29"
[ { "act": 2, "slot": "restaurant_name", "values": [ "Addis Restaurant" ] }, { "act": 2, "slot": "city", "values": [ "Berkeley" ] }, { "act": 2, "slot": "time", "values": [ "5:15 pm" ] }, { "act": 2, "slot": "party_size", "values": [ "2" ] }, { "act": 2, "slot": "date", "values": [ "tomorrow" ] } ]
[ "Help me find a good restaurant.", "In which city are you looking for the restaurant and do you have any preferred cuisine?", "Find me Ethiopian cuisine in Berkeley.", "Of the 4 Ethiopian restaurants in Berkeley, Addis Restaurant is a good one.", "Do they have live music?", "I'm sorry. They do not have live music.", "That's okay. I'd like to reserve a table for the 4th.", "At what time will you be arriving at the restaurant?" ]
"1_00002"
"Restaurants_1"
9
"Reserve the table for the 2nd of this month at 17:15."
"Please confirm that you want to reserve a table for 2 at the Addis Restaurant in Berkeley for tomorrow at 5:15 pm."
[ "Please confirm that you want to reserve a table for 2 at the Addis Restaurant in Berkeley for tomorrow at 5:15 pm." ]
"Prompt: "Reserve the table for the 2nd of this month at 17:15.", Response Type: confirm, Type of Slot: restaurant_name, Values: Addis Restaurant, Response Type: confirm, Type of Slot: city, Values: Berkeley, Response Type: confirm, Type of Slot: time, Values: 5:15 pm, Response Type: confirm, Type of Slot: party_size, Values: 2, Response Type: confirm, Type of Slot: date, Values: tomorrow, Agent: Restaurants_1"
"schema_guided_dialog-train-30"
"schema_guided_dialog-train-30"
[ { "act": 9, "slot": "", "values": [] }, { "act": 15, "slot": "", "values": [] } ]
[ "Help me find a good restaurant.", "In which city are you looking for the restaurant and do you have any preferred cuisine?", "Find me Ethiopian cuisine in Berkeley.", "Of the 4 Ethiopian restaurants in Berkeley, Addis Restaurant is a good one.", "Do they have live music?", "I'm sorry. They do not have live music.", "That's okay. I'd like to reserve a table for the 4th.", "At what time will you be arriving at the restaurant?", "Reserve the table for the 2nd of this month at 17:15.", "Please confirm that you want to reserve a table for 2 at the Addis Restaurant in Berkeley for tomorrow at 5:15 pm." ]
"1_00002"
"Restaurants_1"
11
"That's right. Do they serve alcohol? And how expensive is the place?"
"Sorry the reservation was not successful. Is there anything else I can assist you with?"
[ "Sorry the reservation was not successful. Is there anything else I can assist you with?" ]
"Prompt: "That's right. Do they serve alcohol? And how expensive is the place?", Response Type: notify_failure, Response Type: req_more, Agent: Restaurants_1"
"schema_guided_dialog-train-31"
"schema_guided_dialog-train-31"
[ { "act": 2, "slot": "restaurant_name", "values": [ "Addis Restaurant" ] }, { "act": 2, "slot": "city", "values": [ "Berkeley" ] }, { "act": 2, "slot": "time", "values": [ "5:30 pm" ] }, { "act": 2, "slot": "party_size", "values": [ "2" ] }, { "act": 2, "slot": "date", "values": [ "tomorrow" ] } ]
[ "Help me find a good restaurant.", "In which city are you looking for the restaurant and do you have any preferred cuisine?", "Find me Ethiopian cuisine in Berkeley.", "Of the 4 Ethiopian restaurants in Berkeley, Addis Restaurant is a good one.", "Do they have live music?", "I'm sorry. They do not have live music.", "That's okay. I'd like to reserve a table for the 4th.", "At what time will you be arriving at the restaurant?", "Reserve the table for the 2nd of this month at 17:15.", "Please confirm that you want to reserve a table for 2 at the Addis Restaurant in Berkeley for tomorrow at 5:15 pm.", "That's right. Do they serve alcohol? And how expensive is the place?", "Sorry the reservation was not successful. Is there anything else I can assist you with?" ]
"1_00002"
"Restaurants_1"
13
"Can you check if a table is available at 17:30?"
"Okay.Please confirm that you want to reserve a table for 2 at the Addis Restaurant in Berkeley for tomorrow at 5:30 pm."
[ "Okay.Please confirm that you want to reserve a table for 2 at the Addis Restaurant in Berkeley for tomorrow at 5:30 pm." ]
"Prompt: "Can you check if a table is available at 17:30?", Response Type: confirm, Type of Slot: restaurant_name, Values: Addis Restaurant, Response Type: confirm, Type of Slot: city, Values: Berkeley, Response Type: confirm, Type of Slot: time, Values: 5:30 pm, Response Type: confirm, Type of Slot: party_size, Values: 2, Response Type: confirm, Type of Slot: date, Values: tomorrow, Agent: Restaurants_1"
"schema_guided_dialog-train-32"
"schema_guided_dialog-train-32"
[ { "act": 10, "slot": "", "values": [] } ]
[ "Help me find a good restaurant.", "In which city are you looking for the restaurant and do you have any preferred cuisine?", "Find me Ethiopian cuisine in Berkeley.", "Of the 4 Ethiopian restaurants in Berkeley, Addis Restaurant is a good one.", "Do they have live music?", "I'm sorry. They do not have live music.", "That's okay. I'd like to reserve a table for the 4th.", "At what time will you be arriving at the restaurant?", "Reserve the table for the 2nd of this month at 17:15.", "Please confirm that you want to reserve a table for 2 at the Addis Restaurant in Berkeley for tomorrow at 5:15 pm.", "That's right. Do they serve alcohol? And how expensive is the place?", "Sorry the reservation was not successful. Is there anything else I can assist you with?", "Can you check if a table is available at 17:30?", "Okay.Please confirm that you want to reserve a table for 2 at the Addis Restaurant in Berkeley for tomorrow at 5:30 pm." ]
"1_00002"
"Restaurants_1"
15
"That's correct."
"Your table has been reserved."
[ "Your table has been reserved." ]
"Prompt: "That's correct.", Response Type: notify_success, Agent: Restaurants_1"
"schema_guided_dialog-train-33"
"schema_guided_dialog-train-33"
[ { "act": 3, "slot": "", "values": [] } ]
[ "Help me find a good restaurant.", "In which city are you looking for the restaurant and do you have any preferred cuisine?", "Find me Ethiopian cuisine in Berkeley.", "Of the 4 Ethiopian restaurants in Berkeley, Addis Restaurant is a good one.", "Do they have live music?", "I'm sorry. They do not have live music.", "That's okay. I'd like to reserve a table for the 4th.", "At what time will you be arriving at the restaurant?", "Reserve the table for the 2nd of this month at 17:15.", "Please confirm that you want to reserve a table for 2 at the Addis Restaurant in Berkeley for tomorrow at 5:15 pm.", "That's right. Do they serve alcohol? And how expensive is the place?", "Sorry the reservation was not successful. Is there anything else I can assist you with?", "Can you check if a table is available at 17:30?", "Okay.Please confirm that you want to reserve a table for 2 at the Addis Restaurant in Berkeley for tomorrow at 5:30 pm.", "That's correct.", "Your table has been reserved." ]
"1_00002"
"Restaurants_1"
17
"Thank you. That's all I need for now."
"Have a great day!"
[ "Have a great day!" ]
"Prompt: "Thank you. That's all I need for now.", Response Type: goodbye, Agent: Restaurants_1"
"schema_guided_dialog-train-34"
"schema_guided_dialog-train-34"
[ { "act": 13, "slot": "city", "values": [] }, { "act": 13, "slot": "cuisine", "values": [] } ]
[]
"1_00003"
"Restaurants_1"
1
"I'm looking for a place to eat."
"Which city should I search in? What kind of food are you looking for?"
[ "Which city should I search in? What kind of food are you looking for?" ]
"Prompt: "I'm looking for a place to eat.", Response Type: request, Type of Slot: city, Response Type: request, Type of Slot: cuisine, Agent: Restaurants_1"
"schema_guided_dialog-train-35"
"schema_guided_dialog-train-35"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Odori Japanese Cuisine" ] }, { "act": 11, "slot": "city", "values": [ "Palo Alto" ] }, { "act": 5, "slot": "count", "values": [ "4" ] } ]
[ "I'm looking for a place to eat.", "Which city should I search in? What kind of food are you looking for?" ]
"1_00003"
"Restaurants_1"
3
"Some Freshwater fish kind of food in Palo Alto would be perfect."
"I found 4 restaurants. Odori Japanese Cuisine is a nice restaurant in Palo Alto."
[ "I found 4 restaurants. Odori Japanese Cuisine is a nice restaurant in Palo Alto." ]
"Prompt: "Some Freshwater fish kind of food in Palo Alto would be perfect.", Response Type: offer, Type of Slot: restaurant_name, Values: Odori Japanese Cuisine, Response Type: offer, Type of Slot: city, Values: Palo Alto, Response Type: inform_count, Type of Slot: count, Values: 4, Agent: Restaurants_1"
"schema_guided_dialog-train-36"
"schema_guided_dialog-train-36"
[ { "act": 11, "slot": "restaurant_name", "values": [ "P.f. Chang's" ] }, { "act": 11, "slot": "city", "values": [ "Palo Alto" ] } ]
[ "I'm looking for a place to eat.", "Which city should I search in? What kind of food are you looking for?", "Some Freshwater fish kind of food in Palo Alto would be perfect.", "I found 4 restaurants. Odori Japanese Cuisine is a nice restaurant in Palo Alto." ]
"1_00003"
"Restaurants_1"
5
"Could you suggest any other restaurant?"
"P.f. Chang's is another nice restaurant in Palo Alto."
[ "P.f. Chang's is another nice restaurant in Palo Alto." ]
"Prompt: "Could you suggest any other restaurant?", Response Type: offer, Type of Slot: restaurant_name, Values: P.f. Chang's, Response Type: offer, Type of Slot: city, Values: Palo Alto, Agent: Restaurants_1"
"schema_guided_dialog-train-37"
"schema_guided_dialog-train-37"
[ { "act": 12, "slot": "intent", "values": [ "ReserveRestaurant" ] } ]
[ "I'm looking for a place to eat.", "Which city should I search in? What kind of food are you looking for?", "Some Freshwater fish kind of food in Palo Alto would be perfect.", "I found 4 restaurants. Odori Japanese Cuisine is a nice restaurant in Palo Alto.", "Could you suggest any other restaurant?", "P.f. Chang's is another nice restaurant in Palo Alto." ]
"1_00003"
"Restaurants_1"
7
"Yes, that works for me."
"Would you like to reserve a table here?"
[ "Would you like to reserve a table here?" ]
"Prompt: "Yes, that works for me.", Response Type: offer_intent, Type of Slot: intent, Values: ReserveRestaurant, Agent: Restaurants_1"
"schema_guided_dialog-train-38"
"schema_guided_dialog-train-38"
[ { "act": 2, "slot": "restaurant_name", "values": [ "P.f. Chang's" ] }, { "act": 2, "slot": "city", "values": [ "Palo Alto" ] }, { "act": 2, "slot": "time", "values": [ "6:30 pm" ] }, { "act": 2, "slot": "date", "values": [ "today" ] }, { "act": 2, "slot": "party_size", "values": [ "1" ] } ]
[ "I'm looking for a place to eat.", "Which city should I search in? What kind of food are you looking for?", "Some Freshwater fish kind of food in Palo Alto would be perfect.", "I found 4 restaurants. Odori Japanese Cuisine is a nice restaurant in Palo Alto.", "Could you suggest any other restaurant?", "P.f. Chang's is another nice restaurant in Palo Alto.", "Yes, that works for me.", "Would you like to reserve a table here?" ]
"1_00003"
"Restaurants_1"
9
"Yes, I want to make a reservation for one. Make it at half past 6 in the evening."
"Please confirm: Booking a table for 1 at P.f. Chang's at 6:30 pm today in Palo Alto."
[ "Please confirm: Booking a table for 1 at P.f. Chang's at 6:30 pm today in Palo Alto." ]
"Prompt: "Yes, I want to make a reservation for one. Make it at half past 6 in the evening.", Response Type: confirm, Type of Slot: restaurant_name, Values: P.f. Chang's, Response Type: confirm, Type of Slot: city, Values: Palo Alto, Response Type: confirm, Type of Slot: time, Values: 6:30 pm, Response Type: confirm, Type of Slot: date, Values: today, Response Type: confirm, Type of Slot: party_size, Values: 1, Agent: Restaurants_1"
"schema_guided_dialog-train-39"
"schema_guided_dialog-train-39"
[ { "act": 4, "slot": "price_range", "values": [ "moderate" ] }, { "act": 4, "slot": "phone_number", "values": [ "650-330-1782" ] }, { "act": 10, "slot": "", "values": [] } ]
[ "I'm looking for a place to eat.", "Which city should I search in? What kind of food are you looking for?", "Some Freshwater fish kind of food in Palo Alto would be perfect.", "I found 4 restaurants. Odori Japanese Cuisine is a nice restaurant in Palo Alto.", "Could you suggest any other restaurant?", "P.f. Chang's is another nice restaurant in Palo Alto.", "Yes, that works for me.", "Would you like to reserve a table here?", "Yes, I want to make a reservation for one. Make it at half past 6 in the evening.", "Please confirm: Booking a table for 1 at P.f. Chang's at 6:30 pm today in Palo Alto." ]
"1_00003"
"Restaurants_1"
11
"Yes, that works for me. How pricey are they? What is their contact number?"
"Your reservation is successful. Their price range is moderate and their phone number is 650-330-1782."
[ "Your reservation is successful. Their price range is moderate and their phone number is 650-330-1782." ]
"Prompt: "Yes, that works for me. How pricey are they? What is their contact number?", Response Type: inform, Type of Slot: price_range, Values: moderate, Response Type: inform, Type of Slot: phone_number, Values: 650-330-1782, Response Type: notify_success, Agent: Restaurants_1"
"schema_guided_dialog-train-40"
"schema_guided_dialog-train-40"
[ { "act": 15, "slot": "", "values": [] } ]
[ "I'm looking for a place to eat.", "Which city should I search in? What kind of food are you looking for?", "Some Freshwater fish kind of food in Palo Alto would be perfect.", "I found 4 restaurants. Odori Japanese Cuisine is a nice restaurant in Palo Alto.", "Could you suggest any other restaurant?", "P.f. Chang's is another nice restaurant in Palo Alto.", "Yes, that works for me.", "Would you like to reserve a table here?", "Yes, I want to make a reservation for one. Make it at half past 6 in the evening.", "Please confirm: Booking a table for 1 at P.f. Chang's at 6:30 pm today in Palo Alto.", "Yes, that works for me. How pricey are they? What is their contact number?", "Your reservation is successful. Their price range is moderate and their phone number is 650-330-1782." ]
"1_00003"
"Restaurants_1"
13
"Thank you very much."
"Can I help you with anything else?"
[ "Can I help you with anything else?" ]
"Prompt: "Thank you very much.", Response Type: req_more, Agent: Restaurants_1"
"schema_guided_dialog-train-41"
"schema_guided_dialog-train-41"
[ { "act": 3, "slot": "", "values": [] } ]
[ "I'm looking for a place to eat.", "Which city should I search in? What kind of food are you looking for?", "Some Freshwater fish kind of food in Palo Alto would be perfect.", "I found 4 restaurants. Odori Japanese Cuisine is a nice restaurant in Palo Alto.", "Could you suggest any other restaurant?", "P.f. Chang's is another nice restaurant in Palo Alto.", "Yes, that works for me.", "Would you like to reserve a table here?", "Yes, I want to make a reservation for one. Make it at half past 6 in the evening.", "Please confirm: Booking a table for 1 at P.f. Chang's at 6:30 pm today in Palo Alto.", "Yes, that works for me. How pricey are they? What is their contact number?", "Your reservation is successful. Their price range is moderate and their phone number is 650-330-1782.", "Thank you very much.", "Can I help you with anything else?" ]
"1_00003"
"Restaurants_1"
15
"No, thank you very much."
"Have a good day."
[ "Have a good day." ]
"Prompt: "No, thank you very much.", Response Type: goodbye, Agent: Restaurants_1"
"schema_guided_dialog-train-42"
"schema_guided_dialog-train-42"
[ { "act": 13, "slot": "city", "values": [] }, { "act": 13, "slot": "cuisine", "values": [ "Mexican", "Italian" ] } ]
[]
"1_00004"
"Restaurants_1"
1
"I'd like to find a place to eat."
"Where should I look? What kind of food are you in the mood for? You can say things like Mexican, Italian or any other kind of food."
[ "Where should I look? What kind of food are you in the mood for? You can say things like Mexican, Italian or any other kind of food." ]
"Prompt: "I'd like to find a place to eat.", Response Type: request, Type of Slot: city, Response Type: request, Type of Slot: cuisine, Values: Mexican or Italian, Agent: Restaurants_1"
"schema_guided_dialog-train-43"
"schema_guided_dialog-train-43"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Andes Cafe San Mateo" ] }, { "act": 11, "slot": "city", "values": [ "San Mateo" ] }, { "act": 5, "slot": "count", "values": [ "9" ] } ]
[ "I'd like to find a place to eat.", "Where should I look? What kind of food are you in the mood for? You can say things like Mexican, Italian or any other kind of food." ]
"1_00004"
"Restaurants_1"
3
"Lobster sounds great. Please search in San Mateo."
"I have found 9 restaurants. Andes Cafe San Mateo is a great restaurant in San Mateo."
[ "I have found 9 restaurants. Andes Cafe San Mateo is a great restaurant in San Mateo." ]
"Prompt: "Lobster sounds great. Please search in San Mateo.", Response Type: offer, Type of Slot: restaurant_name, Values: Andes Cafe San Mateo, Response Type: offer, Type of Slot: city, Values: San Mateo, Response Type: inform_count, Type of Slot: count, Values: 9, Agent: Restaurants_1"
"schema_guided_dialog-train-44"
"schema_guided_dialog-train-44"
[ { "act": 4, "slot": "phone_number", "values": [ "650-581-1305" ] } ]
[ "I'd like to find a place to eat.", "Where should I look? What kind of food are you in the mood for? You can say things like Mexican, Italian or any other kind of food.", "Lobster sounds great. Please search in San Mateo.", "I have found 9 restaurants. Andes Cafe San Mateo is a great restaurant in San Mateo." ]
"1_00004"
"Restaurants_1"
5
"What's their phone number?"
"Their number is 650-581-1305."
[ "Their number is 650-581-1305." ]
"Prompt: "What's their phone number?", Response Type: inform, Type of Slot: phone_number, Values: 650-581-1305, Agent: Restaurants_1"
"schema_guided_dialog-train-45"
"schema_guided_dialog-train-45"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Fuji Sukiyaki" ] }, { "act": 11, "slot": "city", "values": [ "San Mateo" ] } ]
[ "I'd like to find a place to eat.", "Where should I look? What kind of food are you in the mood for? You can say things like Mexican, Italian or any other kind of food.", "Lobster sounds great. Please search in San Mateo.", "I have found 9 restaurants. Andes Cafe San Mateo is a great restaurant in San Mateo.", "What's their phone number?", "Their number is 650-581-1305." ]
"1_00004"
"Restaurants_1"
7
"Any other suggestions?"
"Fuji Sukiyaki is another great choice in San Mateo."
[ "Fuji Sukiyaki is another great choice in San Mateo." ]
"Prompt: "Any other suggestions?", Response Type: offer, Type of Slot: restaurant_name, Values: Fuji Sukiyaki, Response Type: offer, Type of Slot: city, Values: San Mateo, Agent: Restaurants_1"
"schema_guided_dialog-train-46"
"schema_guided_dialog-train-46"
[ { "act": 4, "slot": "has_live_music", "values": [ "False" ] } ]
[ "I'd like to find a place to eat.", "Where should I look? What kind of food are you in the mood for? You can say things like Mexican, Italian or any other kind of food.", "Lobster sounds great. Please search in San Mateo.", "I have found 9 restaurants. Andes Cafe San Mateo is a great restaurant in San Mateo.", "What's their phone number?", "Their number is 650-581-1305.", "Any other suggestions?", "Fuji Sukiyaki is another great choice in San Mateo." ]
"1_00004"
"Restaurants_1"
9
"Do they have live music?"
"They do not."
[ "They do not." ]
"Prompt: "Do they have live music?", Response Type: inform, Type of Slot: has_live_music, Values: False, Agent: Restaurants_1"
"schema_guided_dialog-train-47"
"schema_guided_dialog-train-47"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Golden Wok" ] }, { "act": 11, "slot": "city", "values": [ "San Mateo" ] } ]
[ "I'd like to find a place to eat.", "Where should I look? What kind of food are you in the mood for? You can say things like Mexican, Italian or any other kind of food.", "Lobster sounds great. Please search in San Mateo.", "I have found 9 restaurants. Andes Cafe San Mateo is a great restaurant in San Mateo.", "What's their phone number?", "Their number is 650-581-1305.", "Any other suggestions?", "Fuji Sukiyaki is another great choice in San Mateo.", "Do they have live music?", "They do not." ]
"1_00004"
"Restaurants_1"
11
"Any other suggestions?"
"Golden Wok would be a great choice in San Mateo."
[ "Golden Wok would be a great choice in San Mateo." ]
"Prompt: "Any other suggestions?", Response Type: offer, Type of Slot: restaurant_name, Values: Golden Wok, Response Type: offer, Type of Slot: city, Values: San Mateo, Agent: Restaurants_1"
"schema_guided_dialog-train-48"
"schema_guided_dialog-train-48"
[ { "act": 2, "slot": "restaurant_name", "values": [ "Golden Wok" ] }, { "act": 2, "slot": "city", "values": [ "San Mateo" ] }, { "act": 2, "slot": "time", "values": [ "5:30 pm" ] }, { "act": 2, "slot": "date", "values": [ "March 14th" ] }, { "act": 2, "slot": "party_size", "values": [ "2" ] } ]
[ "I'd like to find a place to eat.", "Where should I look? What kind of food are you in the mood for? You can say things like Mexican, Italian or any other kind of food.", "Lobster sounds great. Please search in San Mateo.", "I have found 9 restaurants. Andes Cafe San Mateo is a great restaurant in San Mateo.", "What's their phone number?", "Their number is 650-581-1305.", "Any other suggestions?", "Fuji Sukiyaki is another great choice in San Mateo.", "Do they have live music?", "They do not.", "Any other suggestions?", "Golden Wok would be a great choice in San Mateo." ]
"1_00004"
"Restaurants_1"
13
"That would work great. I would like to make a reservation there at evening 5:30 on March 14th."
"Please confirm the following: You want to eat at Golden Wok in San Mateo on March 14th starting at 5:30 pm. The reservation would be for 2 people."
[ "Please confirm the following: You want to eat at Golden Wok in San Mateo on March 14th starting at 5:30 pm. The reservation would be for 2 people." ]
"Prompt: "That would work great. I would like to make a reservation there at evening 5:30 on March 14th.", Response Type: confirm, Type of Slot: restaurant_name, Values: Golden Wok, Response Type: confirm, Type of Slot: city, Values: San Mateo, Response Type: confirm, Type of Slot: time, Values: 5:30 pm, Response Type: confirm, Type of Slot: date, Values: March 14th, Response Type: confirm, Type of Slot: party_size, Values: 2, Agent: Restaurants_1"
"schema_guided_dialog-train-49"
"schema_guided_dialog-train-49"
[ { "act": 4, "slot": "has_live_music", "values": [ "False" ] }, { "act": 4, "slot": "serves_alcohol", "values": [ "False" ] }, { "act": 10, "slot": "", "values": [] } ]
[ "I'd like to find a place to eat.", "Where should I look? What kind of food are you in the mood for? You can say things like Mexican, Italian or any other kind of food.", "Lobster sounds great. Please search in San Mateo.", "I have found 9 restaurants. Andes Cafe San Mateo is a great restaurant in San Mateo.", "What's their phone number?", "Their number is 650-581-1305.", "Any other suggestions?", "Fuji Sukiyaki is another great choice in San Mateo.", "Do they have live music?", "They do not.", "Any other suggestions?", "Golden Wok would be a great choice in San Mateo.", "That would work great. I would like to make a reservation there at evening 5:30 on March 14th.", "Please confirm the following: You want to eat at Golden Wok in San Mateo on March 14th starting at 5:30 pm. The reservation would be for 2 people." ]
"1_00004"
"Restaurants_1"
15
"Yes, that would be great. Do they serve liquor or have live music?"
"Your reservation was successful. They do not play live music or serve alcohol."
[ "Your reservation was successful. They do not play live music or serve alcohol." ]
"Prompt: "Yes, that would be great. Do they serve liquor or have live music?", Response Type: inform, Type of Slot: has_live_music, Values: False, Response Type: inform, Type of Slot: serves_alcohol, Values: False, Response Type: notify_success, Agent: Restaurants_1"
"schema_guided_dialog-train-50"
"schema_guided_dialog-train-50"
[ { "act": 15, "slot": "", "values": [] } ]
[ "I'd like to find a place to eat.", "Where should I look? What kind of food are you in the mood for? You can say things like Mexican, Italian or any other kind of food.", "Lobster sounds great. Please search in San Mateo.", "I have found 9 restaurants. Andes Cafe San Mateo is a great restaurant in San Mateo.", "What's their phone number?", "Their number is 650-581-1305.", "Any other suggestions?", "Fuji Sukiyaki is another great choice in San Mateo.", "Do they have live music?", "They do not.", "Any other suggestions?", "Golden Wok would be a great choice in San Mateo.", "That would work great. I would like to make a reservation there at evening 5:30 on March 14th.", "Please confirm the following: You want to eat at Golden Wok in San Mateo on March 14th starting at 5:30 pm. The reservation would be for 2 people.", "Yes, that would be great. Do they serve liquor or have live music?", "Your reservation was successful. They do not play live music or serve alcohol." ]
"1_00004"
"Restaurants_1"
17
"Thanks so much!"
"Is there anything else today?"
[ "Is there anything else today?" ]
"Prompt: "Thanks so much!", Response Type: req_more, Agent: Restaurants_1"
"schema_guided_dialog-train-51"
"schema_guided_dialog-train-51"
[ { "act": 3, "slot": "", "values": [] } ]
[ "I'd like to find a place to eat.", "Where should I look? What kind of food are you in the mood for? You can say things like Mexican, Italian or any other kind of food.", "Lobster sounds great. Please search in San Mateo.", "I have found 9 restaurants. Andes Cafe San Mateo is a great restaurant in San Mateo.", "What's their phone number?", "Their number is 650-581-1305.", "Any other suggestions?", "Fuji Sukiyaki is another great choice in San Mateo.", "Do they have live music?", "They do not.", "Any other suggestions?", "Golden Wok would be a great choice in San Mateo.", "That would work great. I would like to make a reservation there at evening 5:30 on March 14th.", "Please confirm the following: You want to eat at Golden Wok in San Mateo on March 14th starting at 5:30 pm. The reservation would be for 2 people.", "Yes, that would be great. Do they serve liquor or have live music?", "Your reservation was successful. They do not play live music or serve alcohol.", "Thanks so much!", "Is there anything else today?" ]
"1_00004"
"Restaurants_1"
19
"Nope, that'll be all. Thanks!"
"Have a great day!"
[ "Have a great day!" ]
"Prompt: "Nope, that'll be all. Thanks!", Response Type: goodbye, Agent: Restaurants_1"
"schema_guided_dialog-train-52"
"schema_guided_dialog-train-52"
[ { "act": 13, "slot": "city", "values": [] } ]
[]
"1_00005"
"Restaurants_1"
1
"I'm looking for a Filipino place to eat."
"Which City are you looking at?"
[ "Which City are you looking at?" ]
"Prompt: "I'm looking for a Filipino place to eat.", Response Type: request, Type of Slot: city, Agent: Restaurants_1"
"schema_guided_dialog-train-53"
"schema_guided_dialog-train-53"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Cabalen" ] }, { "act": 11, "slot": "city", "values": [ "San Bruno" ] }, { "act": 5, "slot": "count", "values": [ "3" ] } ]
[ "I'm looking for a Filipino place to eat.", "Which City are you looking at?" ]
"1_00005"
"Restaurants_1"
3
"I want to eat in San Bruno"
"I have 3 restaurants, Cabalen is a nice one in San Bruno."
[ "I have 3 restaurants, Cabalen is a nice one in San Bruno." ]
"Prompt: "I want to eat in San Bruno", Response Type: offer, Type of Slot: restaurant_name, Values: Cabalen, Response Type: offer, Type of Slot: city, Values: San Bruno, Response Type: inform_count, Type of Slot: count, Values: 3, Agent: Restaurants_1"
"schema_guided_dialog-train-54"
"schema_guided_dialog-train-54"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Isla Restaurant" ] }, { "act": 11, "slot": "city", "values": [ "San Bruno" ] } ]
[ "I'm looking for a Filipino place to eat.", "Which City are you looking at?", "I want to eat in San Bruno", "I have 3 restaurants, Cabalen is a nice one in San Bruno." ]
"1_00005"
"Restaurants_1"
5
"Any other suggestions?"
"What about Isla Restaurant in San Bruno?"
[ "What about Isla Restaurant in San Bruno?" ]
"Prompt: "Any other suggestions?", Response Type: offer, Type of Slot: restaurant_name, Values: Isla Restaurant, Response Type: offer, Type of Slot: city, Values: San Bruno, Agent: Restaurants_1"
"schema_guided_dialog-train-55"
"schema_guided_dialog-train-55"
[ { "act": 4, "slot": "street_address", "values": [ "448 San Mateo Avenue" ] }, { "act": 4, "slot": "price_range", "values": [ "moderate" ] } ]
[ "I'm looking for a Filipino place to eat.", "Which City are you looking at?", "I want to eat in San Bruno", "I have 3 restaurants, Cabalen is a nice one in San Bruno.", "Any other suggestions?", "What about Isla Restaurant in San Bruno?" ]
"1_00005"
"Restaurants_1"
7
"How cheap is it and how much does it cost?"
"It is moderate pricing and they are at 448 San Mateo Avenue"
[ "It is moderate pricing and they are at 448 San Mateo Avenue" ]
"Prompt: "How cheap is it and how much does it cost?", Response Type: inform, Type of Slot: street_address, Values: 448 San Mateo Avenue, Response Type: inform, Type of Slot: price_range, Values: moderate, Agent: Restaurants_1"
"schema_guided_dialog-train-56"
"schema_guided_dialog-train-56"
[ { "act": 13, "slot": "time", "values": [] } ]
[ "I'm looking for a Filipino place to eat.", "Which City are you looking at?", "I want to eat in San Bruno", "I have 3 restaurants, Cabalen is a nice one in San Bruno.", "Any other suggestions?", "What about Isla Restaurant in San Bruno?", "How cheap is it and how much does it cost?", "It is moderate pricing and they are at 448 San Mateo Avenue" ]
"1_00005"
"Restaurants_1"
9
"Please can you make the reservation"
"What time for?"
[ "What time for?" ]
"Prompt: "Please can you make the reservation", Response Type: request, Type of Slot: time, Agent: Restaurants_1"
"schema_guided_dialog-train-57"
"schema_guided_dialog-train-57"
[ { "act": 2, "slot": "restaurant_name", "values": [ "Isla Restaurant" ] }, { "act": 2, "slot": "city", "values": [ "San Bruno" ] }, { "act": 2, "slot": "time", "values": [ "6 pm" ] }, { "act": 2, "slot": "party_size", "values": [ "2" ] }, { "act": 2, "slot": "date", "values": [ "March 12th" ] } ]
[ "I'm looking for a Filipino place to eat.", "Which City are you looking at?", "I want to eat in San Bruno", "I have 3 restaurants, Cabalen is a nice one in San Bruno.", "Any other suggestions?", "What about Isla Restaurant in San Bruno?", "How cheap is it and how much does it cost?", "It is moderate pricing and they are at 448 San Mateo Avenue", "Please can you make the reservation", "What time for?" ]
"1_00005"
"Restaurants_1"
11
"On the 12th at six pm"
"Please confirm: Booking a table for 2 at Isla Restaurant in San Bruno. It is on March 12th at 6 pm."
[ "Please confirm: Booking a table for 2 at Isla Restaurant in San Bruno. It is on March 12th at 6 pm." ]
"Prompt: "On the 12th at six pm", Response Type: confirm, Type of Slot: restaurant_name, Values: Isla Restaurant, Response Type: confirm, Type of Slot: city, Values: San Bruno, Response Type: confirm, Type of Slot: time, Values: 6 pm, Response Type: confirm, Type of Slot: party_size, Values: 2, Response Type: confirm, Type of Slot: date, Values: March 12th, Agent: Restaurants_1"
"schema_guided_dialog-train-58"
"schema_guided_dialog-train-58"
[ { "act": 4, "slot": "phone_number", "values": [ "650-588-6078" ] }, { "act": 4, "slot": "serves_alcohol", "values": [ "True" ] }, { "act": 10, "slot": "", "values": [] } ]
[ "I'm looking for a Filipino place to eat.", "Which City are you looking at?", "I want to eat in San Bruno", "I have 3 restaurants, Cabalen is a nice one in San Bruno.", "Any other suggestions?", "What about Isla Restaurant in San Bruno?", "How cheap is it and how much does it cost?", "It is moderate pricing and they are at 448 San Mateo Avenue", "Please can you make the reservation", "What time for?", "On the 12th at six pm", "Please confirm: Booking a table for 2 at Isla Restaurant in San Bruno. It is on March 12th at 6 pm." ]
"1_00005"
"Restaurants_1"
13
"That's good. Do they serve liquor and what is there number?"
"Reservation made.The number is 650-588-6078 and they do serve alcohol."
[ "Reservation made.The number is 650-588-6078 and they do serve alcohol." ]
"Prompt: "That's good. Do they serve liquor and what is there number?", Response Type: inform, Type of Slot: phone_number, Values: 650-588-6078, Response Type: inform, Type of Slot: serves_alcohol, Values: True, Response Type: notify_success, Agent: Restaurants_1"
"schema_guided_dialog-train-59"
"schema_guided_dialog-train-59"
[ { "act": 3, "slot": "", "values": [] } ]
[ "I'm looking for a Filipino place to eat.", "Which City are you looking at?", "I want to eat in San Bruno", "I have 3 restaurants, Cabalen is a nice one in San Bruno.", "Any other suggestions?", "What about Isla Restaurant in San Bruno?", "How cheap is it and how much does it cost?", "It is moderate pricing and they are at 448 San Mateo Avenue", "Please can you make the reservation", "What time for?", "On the 12th at six pm", "Please confirm: Booking a table for 2 at Isla Restaurant in San Bruno. It is on March 12th at 6 pm.", "That's good. Do they serve liquor and what is there number?", "Reservation made.The number is 650-588-6078 and they do serve alcohol." ]
"1_00005"
"Restaurants_1"
15
"Thanks a lot"
"Have a great day."
[ "Have a great day." ]
"Prompt: "Thanks a lot", Response Type: goodbye, Agent: Restaurants_1"
"schema_guided_dialog-train-60"
"schema_guided_dialog-train-60"
[ { "act": 13, "slot": "cuisine", "values": [ "Indian", "Chinese" ] } ]
[]
"1_00006"
"Restaurants_1"
1
"Can you help find a place to eat?"
"What kind of food like Indian or Chinese?"
[ "What kind of food like Indian or Chinese?" ]
"Prompt: "Can you help find a place to eat?", Response Type: request, Type of Slot: cuisine, Values: Indian or Chinese, Agent: Restaurants_1"
"schema_guided_dialog-train-61"
"schema_guided_dialog-train-61"
[ { "act": 13, "slot": "city", "values": [] } ]
[ "Can you help find a place to eat?", "What kind of food like Indian or Chinese?" ]
"1_00006"
"Restaurants_1"
3
"I would like Freshwater fish."
"Do you have a city?"
[ "Do you have a city?" ]
"Prompt: "I would like Freshwater fish.", Response Type: request, Type of Slot: city, Agent: Restaurants_1"
"schema_guided_dialog-train-62"
"schema_guided_dialog-train-62"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Ariake" ] }, { "act": 11, "slot": "city", "values": [ "San Jose" ] } ]
[ "Can you help find a place to eat?", "What kind of food like Indian or Chinese?", "I would like Freshwater fish.", "Do you have a city?" ]
"1_00006"
"Restaurants_1"
5
"The city is San Jose."
"I have one in San Jose called Ariake."
[ "I have one in San Jose called Ariake." ]
"Prompt: "The city is San Jose.", Response Type: offer, Type of Slot: restaurant_name, Values: Ariake, Response Type: offer, Type of Slot: city, Values: San Jose, Agent: Restaurants_1"
"schema_guided_dialog-train-63"
"schema_guided_dialog-train-63"
[ { "act": 12, "slot": "intent", "values": [ "ReserveRestaurant" ] } ]
[ "Can you help find a place to eat?", "What kind of food like Indian or Chinese?", "I would like Freshwater fish.", "Do you have a city?", "The city is San Jose.", "I have one in San Jose called Ariake." ]
"1_00006"
"Restaurants_1"
7
"Yes that is fine."
"Would you like a reservation?"
[ "Would you like a reservation?" ]
"Prompt: "Yes that is fine.", Response Type: offer_intent, Type of Slot: intent, Values: ReserveRestaurant, Agent: Restaurants_1"
"schema_guided_dialog-train-64"
"schema_guided_dialog-train-64"
[ { "act": 13, "slot": "time", "values": [] } ]
[ "Can you help find a place to eat?", "What kind of food like Indian or Chinese?", "I would like Freshwater fish.", "Do you have a city?", "The city is San Jose.", "I have one in San Jose called Ariake.", "Yes that is fine.", "Would you like a reservation?" ]
"1_00006"
"Restaurants_1"
9
"Yes make it for March 10th."
"What time would you like?"
[ "What time would you like?" ]
"Prompt: "Yes make it for March 10th.", Response Type: request, Type of Slot: time, Agent: Restaurants_1"
"schema_guided_dialog-train-65"
"schema_guided_dialog-train-65"
[ { "act": 2, "slot": "restaurant_name", "values": [ "Ariake" ] }, { "act": 2, "slot": "city", "values": [ "San Jose" ] }, { "act": 2, "slot": "time", "values": [ "6 pm" ] }, { "act": 2, "slot": "date", "values": [ "March 10th" ] }, { "act": 2, "slot": "party_size", "values": [ "2" ] } ]
[ "Can you help find a place to eat?", "What kind of food like Indian or Chinese?", "I would like Freshwater fish.", "Do you have a city?", "The city is San Jose.", "I have one in San Jose called Ariake.", "Yes that is fine.", "Would you like a reservation?", "Yes make it for March 10th.", "What time would you like?" ]
"1_00006"
"Restaurants_1"
11
"Reserve for six in the evening."
"Please confirm Ariake in San Jose for 6 pm on March 10th for 2."
[ "Please confirm Ariake in San Jose for 6 pm on March 10th for 2." ]
"Prompt: "Reserve for six in the evening.", Response Type: confirm, Type of Slot: restaurant_name, Values: Ariake, Response Type: confirm, Type of Slot: city, Values: San Jose, Response Type: confirm, Type of Slot: time, Values: 6 pm, Response Type: confirm, Type of Slot: date, Values: March 10th, Response Type: confirm, Type of Slot: party_size, Values: 2, Agent: Restaurants_1"
"schema_guided_dialog-train-66"
"schema_guided_dialog-train-66"
[ { "act": 4, "slot": "has_live_music", "values": [ "False" ] }, { "act": 4, "slot": "street_address", "values": [ "1008 Blossom Hill Road" ] }, { "act": 10, "slot": "", "values": [] } ]
[ "Can you help find a place to eat?", "What kind of food like Indian or Chinese?", "I would like Freshwater fish.", "Do you have a city?", "The city is San Jose.", "I have one in San Jose called Ariake.", "Yes that is fine.", "Would you like a reservation?", "Yes make it for March 10th.", "What time would you like?", "Reserve for six in the evening.", "Please confirm Ariake in San Jose for 6 pm on March 10th for 2." ]
"1_00006"
"Restaurants_1"
13
"Yes what is the address and do they have live music?"
"The address is 1008 Blossom Hill Road and they do not have live music but your reservation is confirmed."
[ "The address is 1008 Blossom Hill Road and they do not have live music but your reservation is confirmed." ]
"Prompt: "Yes what is the address and do they have live music?", Response Type: inform, Type of Slot: has_live_music, Values: False, Response Type: inform, Type of Slot: street_address, Values: 1008 Blossom Hill Road, Response Type: notify_success, Agent: Restaurants_1"
"schema_guided_dialog-train-67"
"schema_guided_dialog-train-67"
[ { "act": 15, "slot": "", "values": [] } ]
[ "Can you help find a place to eat?", "What kind of food like Indian or Chinese?", "I would like Freshwater fish.", "Do you have a city?", "The city is San Jose.", "I have one in San Jose called Ariake.", "Yes that is fine.", "Would you like a reservation?", "Yes make it for March 10th.", "What time would you like?", "Reserve for six in the evening.", "Please confirm Ariake in San Jose for 6 pm on March 10th for 2.", "Yes what is the address and do they have live music?", "The address is 1008 Blossom Hill Road and they do not have live music but your reservation is confirmed." ]
"1_00006"
"Restaurants_1"
15
"Thank you for all."
"Is there anything else I can do?"
[ "Is there anything else I can do?" ]
"Prompt: "Thank you for all.", Response Type: req_more, Agent: Restaurants_1"
"schema_guided_dialog-train-68"
"schema_guided_dialog-train-68"
[ { "act": 3, "slot": "", "values": [] } ]
[ "Can you help find a place to eat?", "What kind of food like Indian or Chinese?", "I would like Freshwater fish.", "Do you have a city?", "The city is San Jose.", "I have one in San Jose called Ariake.", "Yes that is fine.", "Would you like a reservation?", "Yes make it for March 10th.", "What time would you like?", "Reserve for six in the evening.", "Please confirm Ariake in San Jose for 6 pm on March 10th for 2.", "Yes what is the address and do they have live music?", "The address is 1008 Blossom Hill Road and they do not have live music but your reservation is confirmed.", "Thank you for all.", "Is there anything else I can do?" ]
"1_00006"
"Restaurants_1"
17
"No, that is all."
"Thanks and have a good day."
[ "Thanks and have a good day." ]
"Prompt: "No, that is all.", Response Type: goodbye, Agent: Restaurants_1"
"schema_guided_dialog-train-69"
"schema_guided_dialog-train-69"
[ { "act": 13, "slot": "cuisine", "values": [ "Mexican", "Chinese" ] }, { "act": 13, "slot": "city", "values": [] } ]
[]
"1_00007"
"Restaurants_1"
1
"My friend and I are looking for a place to eat."
"Please tell me what type of food you are looking for just say Mexican, Chinese or anything else. Also what city would you like me to search int."
[ "Please tell me what type of food you are looking for just say Mexican, Chinese or anything else. Also what city would you like me to search int." ]
"Prompt: "My friend and I are looking for a place to eat.", Response Type: request, Type of Slot: cuisine, Values: Mexican or Chinese, Response Type: request, Type of Slot: city, Agent: Restaurants_1"
"schema_guided_dialog-train-70"
"schema_guided_dialog-train-70"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Al Castello Ristorante" ] }, { "act": 11, "slot": "city", "values": [ "San Jose" ] } ]
[ "My friend and I are looking for a place to eat.", "Please tell me what type of food you are looking for just say Mexican, Chinese or anything else. Also what city would you like me to search int." ]
"1_00007"
"Restaurants_1"
3
"My family and I are in San Jose and the perfect place would have pizza and pasta. We don't have a price preference."
"San Jose has a restaurant called Al Castello Ristorante that is nice."
[ "San Jose has a restaurant called Al Castello Ristorante that is nice." ]
"Prompt: "My family and I are in San Jose and the perfect place would have pizza and pasta. We don't have a price preference.", Response Type: offer, Type of Slot: restaurant_name, Values: Al Castello Ristorante, Response Type: offer, Type of Slot: city, Values: San Jose, Agent: Restaurants_1"
"schema_guided_dialog-train-71"
"schema_guided_dialog-train-71"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Angelo's Italian Restaurant" ] }, { "act": 11, "slot": "city", "values": [ "San Jose" ] } ]
[ "My friend and I are looking for a place to eat.", "Please tell me what type of food you are looking for just say Mexican, Chinese or anything else. Also what city would you like me to search int.", "My family and I are in San Jose and the perfect place would have pizza and pasta. We don't have a price preference.", "San Jose has a restaurant called Al Castello Ristorante that is nice." ]
"1_00007"
"Restaurants_1"
5
"Is there any other restaurant that you can suggest?"
"There is also a nice restaurant called Angelo's Italian Restaurant in San Jose."
[ "There is also a nice restaurant called Angelo's Italian Restaurant in San Jose." ]
"Prompt: "Is there any other restaurant that you can suggest?", Response Type: offer, Type of Slot: restaurant_name, Values: Angelo's Italian Restaurant, Response Type: offer, Type of Slot: city, Values: San Jose, Agent: Restaurants_1"
"schema_guided_dialog-train-72"
"schema_guided_dialog-train-72"
[ { "act": 4, "slot": "phone_number", "values": [ "408-227-5502" ] }, { "act": 4, "slot": "street_address", "values": [ "436 Blossom Hill Road" ] } ]
[ "My friend and I are looking for a place to eat.", "Please tell me what type of food you are looking for just say Mexican, Chinese or anything else. Also what city would you like me to search int.", "My family and I are in San Jose and the perfect place would have pizza and pasta. We don't have a price preference.", "San Jose has a restaurant called Al Castello Ristorante that is nice.", "Is there any other restaurant that you can suggest?", "There is also a nice restaurant called Angelo's Italian Restaurant in San Jose." ]
"1_00007"
"Restaurants_1"
7
"Can I please have the address and contact number?"
"408-227-5502 is their phone and it is located at 436 Blossom Hill Road."
[ "408-227-5502 is their phone and it is located at 436 Blossom Hill Road." ]
"Prompt: "Can I please have the address and contact number?", Response Type: inform, Type of Slot: phone_number, Values: 408-227-5502, Response Type: inform, Type of Slot: street_address, Values: 436 Blossom Hill Road, Agent: Restaurants_1"
"schema_guided_dialog-train-73"
"schema_guided_dialog-train-73"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Antonella's Ristorante" ] }, { "act": 11, "slot": "city", "values": [ "San Jose" ] } ]
[ "My friend and I are looking for a place to eat.", "Please tell me what type of food you are looking for just say Mexican, Chinese or anything else. Also what city would you like me to search int.", "My family and I are in San Jose and the perfect place would have pizza and pasta. We don't have a price preference.", "San Jose has a restaurant called Al Castello Ristorante that is nice.", "Is there any other restaurant that you can suggest?", "There is also a nice restaurant called Angelo's Italian Restaurant in San Jose.", "Can I please have the address and contact number?", "408-227-5502 is their phone and it is located at 436 Blossom Hill Road." ]
"1_00007"
"Restaurants_1"
9
"Is there any other restaurant that you can suggest?"
"There is another nice restaurant called Antonella's Ristorante in San Jose."
[ "There is another nice restaurant called Antonella's Ristorante in San Jose." ]
"Prompt: "Is there any other restaurant that you can suggest?", Response Type: offer, Type of Slot: restaurant_name, Values: Antonella's Ristorante, Response Type: offer, Type of Slot: city, Values: San Jose, Agent: Restaurants_1"
"schema_guided_dialog-train-74"
"schema_guided_dialog-train-74"
[ { "act": 2, "slot": "restaurant_name", "values": [ "Antonella's Ristorante" ] }, { "act": 2, "slot": "city", "values": [ "San Jose" ] }, { "act": 2, "slot": "time", "values": [ "12:30 pm" ] }, { "act": 2, "slot": "date", "values": [ "today" ] }, { "act": 2, "slot": "party_size", "values": [ "2" ] } ]
[ "My friend and I are looking for a place to eat.", "Please tell me what type of food you are looking for just say Mexican, Chinese or anything else. Also what city would you like me to search int.", "My family and I are in San Jose and the perfect place would have pizza and pasta. We don't have a price preference.", "San Jose has a restaurant called Al Castello Ristorante that is nice.", "Is there any other restaurant that you can suggest?", "There is also a nice restaurant called Angelo's Italian Restaurant in San Jose.", "Can I please have the address and contact number?", "408-227-5502 is their phone and it is located at 436 Blossom Hill Road.", "Is there any other restaurant that you can suggest?", "There is another nice restaurant called Antonella's Ristorante in San Jose." ]
"1_00007"
"Restaurants_1"
11
"That restaurant will work can you please make a reservation for 12:30."
"I will be booking a table at Antonella's Ristorante in San Jose. The reservation will be set at 12:30 pm for today. And it is for 2 people is this correct."
[ "I will be booking a table at Antonella's Ristorante in San Jose. The reservation will be set at 12:30 pm for today. And it is for 2 people is this correct." ]
"Prompt: "That restaurant will work can you please make a reservation for 12:30.", Response Type: confirm, Type of Slot: restaurant_name, Values: Antonella's Ristorante, Response Type: confirm, Type of Slot: city, Values: San Jose, Response Type: confirm, Type of Slot: time, Values: 12:30 pm, Response Type: confirm, Type of Slot: date, Values: today, Response Type: confirm, Type of Slot: party_size, Values: 2, Agent: Restaurants_1"
"schema_guided_dialog-train-75"
"schema_guided_dialog-train-75"
[ { "act": 10, "slot": "", "values": [] } ]
[ "My friend and I are looking for a place to eat.", "Please tell me what type of food you are looking for just say Mexican, Chinese or anything else. Also what city would you like me to search int.", "My family and I are in San Jose and the perfect place would have pizza and pasta. We don't have a price preference.", "San Jose has a restaurant called Al Castello Ristorante that is nice.", "Is there any other restaurant that you can suggest?", "There is also a nice restaurant called Angelo's Italian Restaurant in San Jose.", "Can I please have the address and contact number?", "408-227-5502 is their phone and it is located at 436 Blossom Hill Road.", "Is there any other restaurant that you can suggest?", "There is another nice restaurant called Antonella's Ristorante in San Jose.", "That restaurant will work can you please make a reservation for 12:30.", "I will be booking a table at Antonella's Ristorante in San Jose. The reservation will be set at 12:30 pm for today. And it is for 2 people is this correct." ]
"1_00007"
"Restaurants_1"
13
"Yes, thank you that is correct."
"I have successful made your reservation."
[ "I have successful made your reservation." ]
"Prompt: "Yes, thank you that is correct.", Response Type: notify_success, Agent: Restaurants_1"
"schema_guided_dialog-train-76"
"schema_guided_dialog-train-76"
[ { "act": 15, "slot": "", "values": [] } ]
[ "My friend and I are looking for a place to eat.", "Please tell me what type of food you are looking for just say Mexican, Chinese or anything else. Also what city would you like me to search int.", "My family and I are in San Jose and the perfect place would have pizza and pasta. We don't have a price preference.", "San Jose has a restaurant called Al Castello Ristorante that is nice.", "Is there any other restaurant that you can suggest?", "There is also a nice restaurant called Angelo's Italian Restaurant in San Jose.", "Can I please have the address and contact number?", "408-227-5502 is their phone and it is located at 436 Blossom Hill Road.", "Is there any other restaurant that you can suggest?", "There is another nice restaurant called Antonella's Ristorante in San Jose.", "That restaurant will work can you please make a reservation for 12:30.", "I will be booking a table at Antonella's Ristorante in San Jose. The reservation will be set at 12:30 pm for today. And it is for 2 people is this correct.", "Yes, thank you that is correct.", "I have successful made your reservation." ]
"1_00007"
"Restaurants_1"
15
"Thank you so much for setting that up."
"Is there anything else that I can help you with."
[ "Is there anything else that I can help you with." ]
"Prompt: "Thank you so much for setting that up.", Response Type: req_more, Agent: Restaurants_1"
"schema_guided_dialog-train-77"
"schema_guided_dialog-train-77"
[ { "act": 3, "slot": "", "values": [] } ]
[ "My friend and I are looking for a place to eat.", "Please tell me what type of food you are looking for just say Mexican, Chinese or anything else. Also what city would you like me to search int.", "My family and I are in San Jose and the perfect place would have pizza and pasta. We don't have a price preference.", "San Jose has a restaurant called Al Castello Ristorante that is nice.", "Is there any other restaurant that you can suggest?", "There is also a nice restaurant called Angelo's Italian Restaurant in San Jose.", "Can I please have the address and contact number?", "408-227-5502 is their phone and it is located at 436 Blossom Hill Road.", "Is there any other restaurant that you can suggest?", "There is another nice restaurant called Antonella's Ristorante in San Jose.", "That restaurant will work can you please make a reservation for 12:30.", "I will be booking a table at Antonella's Ristorante in San Jose. The reservation will be set at 12:30 pm for today. And it is for 2 people is this correct.", "Yes, thank you that is correct.", "I have successful made your reservation.", "Thank you so much for setting that up.", "Is there anything else that I can help you with." ]
"1_00007"
"Restaurants_1"
17
"That is all thank you so much."
"Have a good day thank you."
[ "Have a good day thank you." ]
"Prompt: "That is all thank you so much.", Response Type: goodbye, Agent: Restaurants_1"
"schema_guided_dialog-train-78"
"schema_guided_dialog-train-78"
[ { "act": 13, "slot": "cuisine", "values": [ "Italian", "Indian" ] } ]
[]
"1_00008"
"Restaurants_1"
1
"Can you find me something economical to eat in Pleasanton."
"Are you looking for Italian, Indian or something else?"
[ "Are you looking for Italian, Indian or something else?" ]
"Prompt: "Can you find me something economical to eat in Pleasanton.", Response Type: request, Type of Slot: cuisine, Values: Italian or Indian, Agent: Restaurants_1"
"schema_guided_dialog-train-79"
"schema_guided_dialog-train-79"
[ { "act": 11, "slot": "restaurant_name", "values": [ "De La Torre's Trattoria" ] }, { "act": 11, "slot": "city", "values": [ "Pleasanton" ] }, { "act": 5, "slot": "count", "values": [ "5" ] } ]
[ "Can you find me something economical to eat in Pleasanton.", "Are you looking for Italian, Indian or something else?" ]
"1_00008"
"Restaurants_1"
3
"I would like some Italian food."
"Found 5 restaurants for you out of which De La Torre's Trattoria seems a great from Pleasanton."
[ "Found 5 restaurants for you out of which De La Torre's Trattoria seems a great from Pleasanton." ]
"Prompt: "I would like some Italian food.", Response Type: offer, Type of Slot: restaurant_name, Values: De La Torre's Trattoria, Response Type: offer, Type of Slot: city, Values: Pleasanton, Response Type: inform_count, Type of Slot: count, Values: 5, Agent: Restaurants_1"
"schema_guided_dialog-train-80"
"schema_guided_dialog-train-80"
[ { "act": 4, "slot": "street_address", "values": [ "6025 West Las Positas Boulevard" ] }, { "act": 4, "slot": "has_live_music", "values": [ "False" ] } ]
[ "Can you find me something economical to eat in Pleasanton.", "Are you looking for Italian, Indian or something else?", "I would like some Italian food.", "Found 5 restaurants for you out of which De La Torre's Trattoria seems a great from Pleasanton." ]
"1_00008"
"Restaurants_1"
5
"Can you provide the address and do they have live music?"
"No, they do not have live music and its address is 6025 West Las Positas Boulevard."
[ "No, they do not have live music and its address is 6025 West Las Positas Boulevard." ]
"Prompt: "Can you provide the address and do they have live music?", Response Type: inform, Type of Slot: street_address, Values: 6025 West Las Positas Boulevard, Response Type: inform, Type of Slot: has_live_music, Values: False, Agent: Restaurants_1"
"schema_guided_dialog-train-81"
"schema_guided_dialog-train-81"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Forno Vecchio" ] }, { "act": 11, "slot": "city", "values": [ "Pleasanton" ] } ]
[ "Can you find me something economical to eat in Pleasanton.", "Are you looking for Italian, Indian or something else?", "I would like some Italian food.", "Found 5 restaurants for you out of which De La Torre's Trattoria seems a great from Pleasanton.", "Can you provide the address and do they have live music?", "No, they do not have live music and its address is 6025 West Las Positas Boulevard." ]
"1_00008"
"Restaurants_1"
7
"Any other recommendation?"
"Forno Vecchio also seems nice and its located n Pleasanton as well."
[ "Forno Vecchio also seems nice and its located n Pleasanton as well." ]
"Prompt: "Any other recommendation?", Response Type: offer, Type of Slot: restaurant_name, Values: Forno Vecchio, Response Type: offer, Type of Slot: city, Values: Pleasanton, Agent: Restaurants_1"
"schema_guided_dialog-train-82"
"schema_guided_dialog-train-82"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Gay 90's Pizza Co." ] }, { "act": 11, "slot": "city", "values": [ "Pleasanton" ] } ]
[ "Can you find me something economical to eat in Pleasanton.", "Are you looking for Italian, Indian or something else?", "I would like some Italian food.", "Found 5 restaurants for you out of which De La Torre's Trattoria seems a great from Pleasanton.", "Can you provide the address and do they have live music?", "No, they do not have live music and its address is 6025 West Las Positas Boulevard.", "Any other recommendation?", "Forno Vecchio also seems nice and its located n Pleasanton as well." ]
"1_00008"
"Restaurants_1"
9
"Can you provide more options?"
"Another good restaurant in Pleasanton in Gay 90's Pizza Co."
[ "Another good restaurant in Pleasanton in Gay 90's Pizza Co." ]
"Prompt: "Can you provide more options?", Response Type: offer, Type of Slot: restaurant_name, Values: Gay 90's Pizza Co., Response Type: offer, Type of Slot: city, Values: Pleasanton, Agent: Restaurants_1"
"schema_guided_dialog-train-83"
"schema_guided_dialog-train-83"
[ { "act": 15, "slot": "", "values": [] } ]
[ "Can you find me something economical to eat in Pleasanton.", "Are you looking for Italian, Indian or something else?", "I would like some Italian food.", "Found 5 restaurants for you out of which De La Torre's Trattoria seems a great from Pleasanton.", "Can you provide the address and do they have live music?", "No, they do not have live music and its address is 6025 West Las Positas Boulevard.", "Any other recommendation?", "Forno Vecchio also seems nice and its located n Pleasanton as well.", "Can you provide more options?", "Another good restaurant in Pleasanton in Gay 90's Pizza Co." ]
"1_00008"
"Restaurants_1"
11
"That sounds like a good choice for me."
"Is there anything else?"
[ "Is there anything else?" ]
"Prompt: "That sounds like a good choice for me.", Response Type: req_more, Agent: Restaurants_1"
"schema_guided_dialog-train-84"
"schema_guided_dialog-train-84"
[ { "act": 13, "slot": "time", "values": [] } ]
[ "Can you find me something economical to eat in Pleasanton.", "Are you looking for Italian, Indian or something else?", "I would like some Italian food.", "Found 5 restaurants for you out of which De La Torre's Trattoria seems a great from Pleasanton.", "Can you provide the address and do they have live music?", "No, they do not have live music and its address is 6025 West Las Positas Boulevard.", "Any other recommendation?", "Forno Vecchio also seems nice and its located n Pleasanton as well.", "Can you provide more options?", "Another good restaurant in Pleasanton in Gay 90's Pizza Co.", "That sounds like a good choice for me.", "Is there anything else?" ]
"1_00008"
"Restaurants_1"
13
"Yes, make a reservation at the restaurant."
"What time do you want me to make the reservation?"
[ "What time do you want me to make the reservation?" ]
"Prompt: "Yes, make a reservation at the restaurant.", Response Type: request, Type of Slot: time, Agent: Restaurants_1"
"schema_guided_dialog-train-85"
"schema_guided_dialog-train-85"
[ { "act": 2, "slot": "restaurant_name", "values": [ "Gay 90's Pizza Co." ] }, { "act": 2, "slot": "city", "values": [ "Pleasanton" ] }, { "act": 2, "slot": "time", "values": [ "1:30 pm" ] }, { "act": 2, "slot": "date", "values": [ "today" ] }, { "act": 2, "slot": "party_size", "values": [ "2" ] } ]
[ "Can you find me something economical to eat in Pleasanton.", "Are you looking for Italian, Indian or something else?", "I would like some Italian food.", "Found 5 restaurants for you out of which De La Torre's Trattoria seems a great from Pleasanton.", "Can you provide the address and do they have live music?", "No, they do not have live music and its address is 6025 West Las Positas Boulevard.", "Any other recommendation?", "Forno Vecchio also seems nice and its located n Pleasanton as well.", "Can you provide more options?", "Another good restaurant in Pleasanton in Gay 90's Pizza Co.", "That sounds like a good choice for me.", "Is there anything else?", "Yes, make a reservation at the restaurant.", "What time do you want me to make the reservation?" ]
"1_00008"
"Restaurants_1"
15
"I'll reach there at 1:30 pm."
"Please confirm that you want to make a reservation at Gay 90's Pizza Co. which is located in Pleasanton for 2 people. The reservation is for today at 1:30 pm."
[ "Please confirm that you want to make a reservation at Gay 90's Pizza Co. which is located in Pleasanton for 2 people. The reservation is for today at 1:30 pm." ]
"Prompt: "I'll reach there at 1:30 pm.", Response Type: confirm, Type of Slot: restaurant_name, Values: Gay 90's Pizza Co., Response Type: confirm, Type of Slot: city, Values: Pleasanton, Response Type: confirm, Type of Slot: time, Values: 1:30 pm, Response Type: confirm, Type of Slot: date, Values: today, Response Type: confirm, Type of Slot: party_size, Values: 2, Agent: Restaurants_1"
"schema_guided_dialog-train-86"
"schema_guided_dialog-train-86"
[ { "act": 2, "slot": "time", "values": [ "7 pm" ] }, { "act": 2, "slot": "party_size", "values": [ "1" ] } ]
[ "Can you find me something economical to eat in Pleasanton.", "Are you looking for Italian, Indian or something else?", "I would like some Italian food.", "Found 5 restaurants for you out of which De La Torre's Trattoria seems a great from Pleasanton.", "Can you provide the address and do they have live music?", "No, they do not have live music and its address is 6025 West Las Positas Boulevard.", "Any other recommendation?", "Forno Vecchio also seems nice and its located n Pleasanton as well.", "Can you provide more options?", "Another good restaurant in Pleasanton in Gay 90's Pizza Co.", "That sounds like a good choice for me.", "Is there anything else?", "Yes, make a reservation at the restaurant.", "What time do you want me to make the reservation?", "I'll reach there at 1:30 pm.", "Please confirm that you want to make a reservation at Gay 90's Pizza Co. which is located in Pleasanton for 2 people. The reservation is for today at 1:30 pm." ]
"1_00008"
"Restaurants_1"
17
"No, change the time to 7 pm and for one person only."
"Alright, please confirm that the reservation is at 7 pm for 1 person."
[ "Alright, please confirm that the reservation is at 7 pm for 1 person." ]
"Prompt: "No, change the time to 7 pm and for one person only.", Response Type: confirm, Type of Slot: time, Values: 7 pm, Response Type: confirm, Type of Slot: party_size, Values: 1, Agent: Restaurants_1"
"schema_guided_dialog-train-87"
"schema_guided_dialog-train-87"
[ { "act": 2, "slot": "date", "values": [ "next Friday" ] }, { "act": 2, "slot": "party_size", "values": [ "1" ] } ]
[ "Can you find me something economical to eat in Pleasanton.", "Are you looking for Italian, Indian or something else?", "I would like some Italian food.", "Found 5 restaurants for you out of which De La Torre's Trattoria seems a great from Pleasanton.", "Can you provide the address and do they have live music?", "No, they do not have live music and its address is 6025 West Las Positas Boulevard.", "Any other recommendation?", "Forno Vecchio also seems nice and its located n Pleasanton as well.", "Can you provide more options?", "Another good restaurant in Pleasanton in Gay 90's Pizza Co.", "That sounds like a good choice for me.", "Is there anything else?", "Yes, make a reservation at the restaurant.", "What time do you want me to make the reservation?", "I'll reach there at 1:30 pm.", "Please confirm that you want to make a reservation at Gay 90's Pizza Co. which is located in Pleasanton for 2 people. The reservation is for today at 1:30 pm.", "No, change the time to 7 pm and for one person only.", "Alright, please confirm that the reservation is at 7 pm for 1 person." ]
"1_00008"
"Restaurants_1"
19
"No, change it on next friday."
"Sure. Please confirm that the date is now next Friday and for 1 person."
[ "Sure. Please confirm that the date is now next Friday and for 1 person." ]
"Prompt: "No, change it on next friday.", Response Type: confirm, Type of Slot: date, Values: next Friday, Response Type: confirm, Type of Slot: party_size, Values: 1, Agent: Restaurants_1"
"schema_guided_dialog-train-88"
"schema_guided_dialog-train-88"
[ { "act": 10, "slot": "", "values": [] } ]
[ "Can you find me something economical to eat in Pleasanton.", "Are you looking for Italian, Indian or something else?", "I would like some Italian food.", "Found 5 restaurants for you out of which De La Torre's Trattoria seems a great from Pleasanton.", "Can you provide the address and do they have live music?", "No, they do not have live music and its address is 6025 West Las Positas Boulevard.", "Any other recommendation?", "Forno Vecchio also seems nice and its located n Pleasanton as well.", "Can you provide more options?", "Another good restaurant in Pleasanton in Gay 90's Pizza Co.", "That sounds like a good choice for me.", "Is there anything else?", "Yes, make a reservation at the restaurant.", "What time do you want me to make the reservation?", "I'll reach there at 1:30 pm.", "Please confirm that you want to make a reservation at Gay 90's Pizza Co. which is located in Pleasanton for 2 people. The reservation is for today at 1:30 pm.", "No, change the time to 7 pm and for one person only.", "Alright, please confirm that the reservation is at 7 pm for 1 person.", "No, change it on next friday.", "Sure. Please confirm that the date is now next Friday and for 1 person." ]
"1_00008"
"Restaurants_1"
21
"Yes. Sounds good."
"Your reservation is booked."
[ "Your reservation is booked." ]
"Prompt: "Yes. Sounds good.", Response Type: notify_success, Agent: Restaurants_1"
"schema_guided_dialog-train-89"
"schema_guided_dialog-train-89"
[ { "act": 4, "slot": "street_address", "values": [ "288 Main Street" ] }, { "act": 4, "slot": "has_live_music", "values": [ "False" ] } ]
[ "Can you find me something economical to eat in Pleasanton.", "Are you looking for Italian, Indian or something else?", "I would like some Italian food.", "Found 5 restaurants for you out of which De La Torre's Trattoria seems a great from Pleasanton.", "Can you provide the address and do they have live music?", "No, they do not have live music and its address is 6025 West Las Positas Boulevard.", "Any other recommendation?", "Forno Vecchio also seems nice and its located n Pleasanton as well.", "Can you provide more options?", "Another good restaurant in Pleasanton in Gay 90's Pizza Co.", "That sounds like a good choice for me.", "Is there anything else?", "Yes, make a reservation at the restaurant.", "What time do you want me to make the reservation?", "I'll reach there at 1:30 pm.", "Please confirm that you want to make a reservation at Gay 90's Pizza Co. which is located in Pleasanton for 2 people. The reservation is for today at 1:30 pm.", "No, change the time to 7 pm and for one person only.", "Alright, please confirm that the reservation is at 7 pm for 1 person.", "No, change it on next friday.", "Sure. Please confirm that the date is now next Friday and for 1 person.", "Yes. Sounds good.", "Your reservation is booked." ]
"1_00008"
"Restaurants_1"
23
"What is the address of the restaurant and do the have live music?"
"The address is 288 Main Street and No, they don't have live music either."
[ "The address is 288 Main Street and No, they don't have live music either." ]
"Prompt: "What is the address of the restaurant and do the have live music?", Response Type: inform, Type of Slot: street_address, Values: 288 Main Street, Response Type: inform, Type of Slot: has_live_music, Values: False, Agent: Restaurants_1"
"schema_guided_dialog-train-90"
"schema_guided_dialog-train-90"
[ { "act": 3, "slot": "", "values": [] } ]
[ "Can you find me something economical to eat in Pleasanton.", "Are you looking for Italian, Indian or something else?", "I would like some Italian food.", "Found 5 restaurants for you out of which De La Torre's Trattoria seems a great from Pleasanton.", "Can you provide the address and do they have live music?", "No, they do not have live music and its address is 6025 West Las Positas Boulevard.", "Any other recommendation?", "Forno Vecchio also seems nice and its located n Pleasanton as well.", "Can you provide more options?", "Another good restaurant in Pleasanton in Gay 90's Pizza Co.", "That sounds like a good choice for me.", "Is there anything else?", "Yes, make a reservation at the restaurant.", "What time do you want me to make the reservation?", "I'll reach there at 1:30 pm.", "Please confirm that you want to make a reservation at Gay 90's Pizza Co. which is located in Pleasanton for 2 people. The reservation is for today at 1:30 pm.", "No, change the time to 7 pm and for one person only.", "Alright, please confirm that the reservation is at 7 pm for 1 person.", "No, change it on next friday.", "Sure. Please confirm that the date is now next Friday and for 1 person.", "Yes. Sounds good.", "Your reservation is booked.", "What is the address of the restaurant and do the have live music?", "The address is 288 Main Street and No, they don't have live music either." ]
"1_00008"
"Restaurants_1"
25
"Alright, Thank you."
"Have a great day."
[ "Have a great day." ]
"Prompt: "Alright, Thank you.", Response Type: goodbye, Agent: Restaurants_1"
"schema_guided_dialog-train-91"
"schema_guided_dialog-train-91"
[ { "act": 13, "slot": "city", "values": [] }, { "act": 13, "slot": "cuisine", "values": [ "American", "Italian" ] } ]
[]
"1_00009"
"Restaurants_1"
1
"I am looking to eat somewhere"
"What city would you like to go? Do you want American or Italian?"
[ "What city would you like to go? Do you want American or Italian?" ]
"Prompt: "I am looking to eat somewhere", Response Type: request, Type of Slot: city, Response Type: request, Type of Slot: cuisine, Values: American or Italian, Agent: Restaurants_1"
"schema_guided_dialog-train-92"
"schema_guided_dialog-train-92"
[ { "act": 11, "slot": "restaurant_name", "values": [ "Mimi's cafe" ] }, { "act": 11, "slot": "city", "values": [ "fairfield" ] } ]
[ "I am looking to eat somewhere", "What city would you like to go? Do you want American or Italian?" ]
"1_00009"
"Restaurants_1"
3
"I want some breakfast in Fairfield"
"I recommend Mimi's cafe in fairfield"
[ "I recommend Mimi's cafe in fairfield" ]
"Prompt: "I want some breakfast in Fairfield", Response Type: offer, Type of Slot: restaurant_name, Values: Mimi's cafe, Response Type: offer, Type of Slot: city, Values: fairfield, Agent: Restaurants_1"
"schema_guided_dialog-train-93"
"schema_guided_dialog-train-93"
[ { "act": 4, "slot": "has_live_music", "values": [ "False" ] }, { "act": 4, "slot": "serves_alcohol", "values": [ "True" ] } ]
[ "I am looking to eat somewhere", "What city would you like to go? Do you want American or Italian?", "I want some breakfast in Fairfield", "I recommend Mimi's cafe in fairfield" ]
"1_00009"
"Restaurants_1"
5
"Do they have live music with liquor"
"They do not have live music but they do have alcohol"
[ "They do not have live music but they do have alcohol" ]
"Prompt: "Do they have live music with liquor", Response Type: inform, Type of Slot: has_live_music, Values: False, Response Type: inform, Type of Slot: serves_alcohol, Values: True, Agent: Restaurants_1"
"schema_guided_dialog-train-94"
"schema_guided_dialog-train-94"
[ { "act": 12, "slot": "intent", "values": [ "ReserveRestaurant" ] } ]
[ "I am looking to eat somewhere", "What city would you like to go? Do you want American or Italian?", "I want some breakfast in Fairfield", "I recommend Mimi's cafe in fairfield", "Do they have live music with liquor", "They do not have live music but they do have alcohol" ]
"1_00009"
"Restaurants_1"
7
"ok that works"
"Do you want me to reserve a table for you"
[ "Do you want me to reserve a table for you" ]
"Prompt: "ok that works", Response Type: offer_intent, Type of Slot: intent, Values: ReserveRestaurant, Agent: Restaurants_1"
"schema_guided_dialog-train-95"
"schema_guided_dialog-train-95"
[ { "act": 2, "slot": "restaurant_name", "values": [ "mimi's cafe" ] }, { "act": 2, "slot": "city", "values": [ "Fairfield" ] }, { "act": 2, "slot": "time", "values": [ "4:45 pm" ] }, { "act": 2, "slot": "party_size", "values": [ "1" ] }, { "act": 2, "slot": "date", "values": [ "today" ] } ]
[ "I am looking to eat somewhere", "What city would you like to go? Do you want American or Italian?", "I want some breakfast in Fairfield", "I recommend Mimi's cafe in fairfield", "Do they have live music with liquor", "They do not have live music but they do have alcohol", "ok that works", "Do you want me to reserve a table for you" ]
"1_00009"
"Restaurants_1"
9
"Yes, please make reservation for one people this evening 4:45"
"Please confirm your booking at mimi's cafe in Fairfield for 1 people today at 4:45 pm"
[ "Please confirm your booking at mimi's cafe in Fairfield for 1 people today at 4:45 pm" ]
"Prompt: "Yes, please make reservation for one people this evening 4:45", Response Type: confirm, Type of Slot: restaurant_name, Values: mimi's cafe, Response Type: confirm, Type of Slot: city, Values: Fairfield, Response Type: confirm, Type of Slot: time, Values: 4:45 pm, Response Type: confirm, Type of Slot: party_size, Values: 1, Response Type: confirm, Type of Slot: date, Values: today, Agent: Restaurants_1"
"schema_guided_dialog-train-96"
"schema_guided_dialog-train-96"
[ { "act": 4, "slot": "phone_number", "values": [ "707-421-0835" ] }, { "act": 4, "slot": "price_range", "values": [ "moderate" ] }, { "act": 11, "slot": "restaurant_name", "values": [ "mimi's cafe" ] }, { "act": 11, "slot": "party_size", "values": [ "1" ] }, { "act": 11, "slot": "date", "values": [ "today" ] }, { "act": 11, "slot": "time", "values": [ "5 pm" ] }, { "act": 9, "slot": "", "values": [] } ]
[ "I am looking to eat somewhere", "What city would you like to go? Do you want American or Italian?", "I want some breakfast in Fairfield", "I recommend Mimi's cafe in fairfield", "Do they have live music with liquor", "They do not have live music but they do have alcohol", "ok that works", "Do you want me to reserve a table for you", "Yes, please make reservation for one people this evening 4:45", "Please confirm your booking at mimi's cafe in Fairfield for 1 people today at 4:45 pm" ]
"1_00009"
"Restaurants_1"
11
"thats correct. What is their phone number what how expensive are they"
"Sorry, they are fully booked. Shall i try to make reservation for 1 people today at 5 pm? The price range is Moderate at mimi's cafe and their phone number is 707-421-0835"
[ "Sorry, they are fully booked. Shall i try to make reservation for 1 people today at 5 pm? The price range is Moderate at mimi's cafe and their phone number is 707-421-0835" ]
"Prompt: "thats correct. What is their phone number what how expensive are they", Response Type: inform, Type of Slot: phone_number, Values: 707-421-0835, Response Type: inform, Type of Slot: price_range, Values: moderate, Response Type: offer, Type of Slot: restaurant_name, Values: mimi's cafe, Response Type: offer, Type of Slot: party_size, Values: 1, Response Type: offer, Type of Slot: date, Values: today, Response Type: offer, Type of Slot: time, Values: 5 pm, Response Type: notify_failure, Agent: Restaurants_1"
"schema_guided_dialog-train-97"
"schema_guided_dialog-train-97"
[ { "act": 10, "slot": "", "values": [] } ]
[ "I am looking to eat somewhere", "What city would you like to go? Do you want American or Italian?", "I want some breakfast in Fairfield", "I recommend Mimi's cafe in fairfield", "Do they have live music with liquor", "They do not have live music but they do have alcohol", "ok that works", "Do you want me to reserve a table for you", "Yes, please make reservation for one people this evening 4:45", "Please confirm your booking at mimi's cafe in Fairfield for 1 people today at 4:45 pm", "thats correct. What is their phone number what how expensive are they", "Sorry, they are fully booked. Shall i try to make reservation for 1 people today at 5 pm? The price range is Moderate at mimi's cafe and their phone number is 707-421-0835" ]
"1_00009"
"Restaurants_1"
13
"yes thats fine"
"your seat is booked"
[ "your seat is booked" ]
"Prompt: "yes thats fine", Response Type: notify_success, Agent: Restaurants_1"
"schema_guided_dialog-train-98"
"schema_guided_dialog-train-98"
[ { "act": 15, "slot": "", "values": [] } ]
[ "I am looking to eat somewhere", "What city would you like to go? Do you want American or Italian?", "I want some breakfast in Fairfield", "I recommend Mimi's cafe in fairfield", "Do they have live music with liquor", "They do not have live music but they do have alcohol", "ok that works", "Do you want me to reserve a table for you", "Yes, please make reservation for one people this evening 4:45", "Please confirm your booking at mimi's cafe in Fairfield for 1 people today at 4:45 pm", "thats correct. What is their phone number what how expensive are they", "Sorry, they are fully booked. Shall i try to make reservation for 1 people today at 5 pm? The price range is Moderate at mimi's cafe and their phone number is 707-421-0835", "yes thats fine", "your seat is booked" ]
"1_00009"
"Restaurants_1"
15
"thanks"
"anything else i can help you with?"
[ "anything else i can help you with?" ]
"Prompt: "thanks", Response Type: req_more, Agent: Restaurants_1"
"schema_guided_dialog-train-99"
"schema_guided_dialog-train-99"
[ { "act": 3, "slot": "", "values": [] } ]
[ "I am looking to eat somewhere", "What city would you like to go? Do you want American or Italian?", "I want some breakfast in Fairfield", "I recommend Mimi's cafe in fairfield", "Do they have live music with liquor", "They do not have live music but they do have alcohol", "ok that works", "Do you want me to reserve a table for you", "Yes, please make reservation for one people this evening 4:45", "Please confirm your booking at mimi's cafe in Fairfield for 1 people today at 4:45 pm", "thats correct. What is their phone number what how expensive are they", "Sorry, they are fully booked. Shall i try to make reservation for 1 people today at 5 pm? The price range is Moderate at mimi's cafe and their phone number is 707-421-0835", "yes thats fine", "your seat is booked", "thanks", "anything else i can help you with?" ]
"1_00009"
"Restaurants_1"
17
"no thats it"
"have a nice day"
[ "have a nice day" ]
"Prompt: "no thats it", Response Type: goodbye, Agent: Restaurants_1"
End of preview (truncated to 100 rows)

Dataset Card for GEM/schema_guided_dialog

Link to Main Data Card

You can find the main data card on the GEM Website.

Dataset Summary

The GEM version of this dataset functions as a response generation dataset. The input specifies dialog acts that a model needs to verbalize. The Schema-Guided Dialog dataset is challenging since it comprises multiple domains from hotel and travel to restaurants, and a wide range of dialog acts. The context of each conversation is provided as well.

You can load the dataset via:

import datasets
data = datasets.load_dataset('GEM/schema_guided_dialog')

The data loader can be found here.

website

n/a

paper

Arxiv

authors

Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta, Pranav Khaitan, Amir Fayazi, Maria Wang, and Guan-Lin Chao

Dataset Overview

Where to find the Data and its Documentation

Download

[Github[(https://github.com/google-research-datasets/dstc8-schema-guided-dialogue)

Paper

Arxiv

BibTex

{
@inproceedings{rastogi2020towards,
  title={Towards scalable multi-domain conversational agents: The schema-guided dialogue dataset},
  author={Rastogi, Abhinav and Zang, Xiaoxue and Sunkara, Srinivas and Gupta, Raghav and Khaitan, Pranav},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={34},
  number={05},
  pages={8689--8696},
  year={2020}
}

Contact Name

Abhinav Rastogi

Contact Email

schema-guided-dst@google.com

Has a Leaderboard?

no

Languages and Intended Use

Multilingual?

no

Covered Languages

English

Whose Language?

The language structure is machine-generated, and the language realizations are produced by crowd workers. The dataset paper does not provide demographic information for the crowd workers.

License

cc-by-sa-4.0: Creative Commons Attribution Share Alike 4.0 International

Intended Use

The Schema-Guided Dialogue (SGD) dataset contains 18K multi-domain task-oriented dialogues between a human and a virtual assistant, which covers 17 domains ranging from banks and events to media, calendar, travel, and weather. The language presents in the datset is only English. The SGD dataset provides a challenging testbed for a number of tasks in task-oriented dialogue, including language understanding, slot filling, dialogue state tracking and response generation. For the creation of the SGD dataset, they developed a multi-domain dialogue simulator that generates dialogue outlines over an arbitrary combination of APIs, dialogue states and system actions. Then, they used a crowd-sourcing procedure to paraphrase these outlines to natural language utterances. This novel crowd-sourcing procedure preserves all annotations obtained from the simulator and does not require any extra annotations after dialogue collection.

Primary Task

Dialog Response Generation

Communicative Goal

The goal of a speaker who generates the target utterance is to help users accomplish tasks including but not limited to finding flights, booking restaurants, searching for nearby events and movies.

Credit

Curation Organization Type(s)

industry

Curation Organization(s)

Google

Dataset Creators

Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta, Pranav Khaitan, Amir Fayazi, Maria Wang, and Guan-Lin Chao

Funding

Google

Who added the Dataset to GEM?

Wanyu Du wrote the initial data card and Yacine Jernite the data loader. Simon Mille updated the data card with the additional splits. Sebastian Gehrmann migrated the data card and loader to the v2 version and extended the missing information.

Dataset Structure

Data Fields

Each dialog instance has the following fields:

  • dialogue_id: A unique identifier for a dialogue.
  • services: A list of services present in the dialogue.
  • turns: A list of annotated system or user utterances. Each turn consists of the following fields:
    • speaker: The speaker for the turn, either USER or SYSTEM.
    • utterance: A string containing the natural language utterance.
    • frames: A list of frames, each frame containing annotations for a single service and consists of the following fields:
      • service: The name of the service corresponding to the frame. The slots and intents used in the following fields are taken from the schema of this service.
      • slots: A list of slot spans in the utterance, only provided for non-categorical slots. Each slot span contains the following fields:
        • slot: The name of the slot.
        • start: The index of the starting character in the utterance corresponding to the slot value.
        • exclusive_end: The index of the character just after the last character corresponding to the slot value in the utterance.
      • actions: A list of actions corresponding to the system. Each action has the following fields:
        • act: The type of action.
        • slot: (optional) A slot argument for some of the actions.
        • values: (optional) A list of values assigned to the slot. If the values list is non-empty, then the slot must be present.
        • canonical_values: (optional) The values in their canonicalized form as used by the service. It is a list of strings of the same length as values.
      • service_call: (system turns only, optional) The request sent to the service. It consists of the following fields:
        • method: The name of the intent or function of the service or API being executed.
        • parameters: A pair of lists of the same lengths: parameter_slot_name contains slot names and parameter_canonical_value contains the corresponding values in their canonicalized form.
      • service_results: (system turns only, optional) A list of entities containing the results obtained from the service. It is only available for turns in which a service call is made. Each entity is represented as a pair of lists of the same length: service_slot_name contains slot names and service_canonical_value contains the corresponding canonical values.
      • state: (user turns only) The dialogue state corresponding to the service. It consists of the following fields:
        • active_intent: The intent corresponding to the service of the frame which is currently being fulfilled by the system. It takes the value "NONE" if none of the intents are active.
        • requested_slots: A list of slots requested by the user in the current turn.
        • slot_values: A pair of lists of the same lengths: slot_name contains slot names and slot_value_list contains the corresponding lists of strings. For categorical slots, this list contains a single value assigned to the slot. For non-categorical slots, all the values in this list are spoken variations of each other and are equivalent (e.g, "6 pm", "six in the evening", "evening at 6" etc.).

Example Instance

{'dialogue_id': '1_00000',
 'services': ['Restaurants_1'],
 'turns':
 {'frames':
     [{'actions': [{'act': [6],
      'canonical_values': [['FindRestaurants']],
      'slot': ['intent'],
      'values': [['FindRestaurants']]}],
      'service': ['Restaurants_1'],
      'service_call': [{'method': '',
      'parameters': {'parameter_canonical_value': [],
       'parameter_slot_name': []}}],
      'service_results': [{'service_results_list': []}],
      'slots': [{'exclusive_end': [], 'slot': [], 'start': []}],
      'state': [{'active_intent': 'FindRestaurants',
                   'requested_slots': [],
                   'slot_values': {'slot_name': [], 'slot_value_list': []}}]},
     {'actions': [{'act': [13],
      'canonical_values': [[]],
      'slot': ['city'],
      'values': [[]]}],
      'service': ['Restaurants_1'],
      'service_call': [{'method': '',
      'parameters': {'parameter_canonical_value': [],
       'parameter_slot_name': []}}],
      'service_results': [{'service_results_list': []}],
      'slots': [{'exclusive_end': [], 'slot': [], 'start': []}],
      'state': [{'active_intent': '',
                 'requested_slots': [],
                 'slot_values': {'slot_name': [], 'slot_value_list': []}}]},
    ...,]}
 'speaker': [0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1],
 'utterance': [
   'I am feeling hungry so I would like to find a place to eat.',
   'Do you have a specific which you want the eating place to be located at?',
   'I would like for it to be in San Jose.',
   'Is there a specific cuisine type you enjoy, such as Mexican, Italian or something else?',
   'I usually like eating the American type of food.',
   'I see that at 71 Saint Peter there is a good restaurant which is in San Jose.',
   'Can you give me the address of this restaurant.',
   'If you want to go to this restaurant you can find it at 71 North San Pedro Street.',
   'Can you give me the phone number that I can contact them with?',
   'If you want to phone them you can at 408-971-8523.',
   'Is there some other restaurant which you can suggest?',
   'How would you like Bazille restaurant which is situated in San Jose.',
   'Do you have another restaurant matching my needs? For example a restaurant which is economical and is located in Palo Alto.',
   'I see that 7 restaurants suit to what you requested. Bird Dog seems as a good restaurant and is located in Palo Alto.',
   'Alright, that seems good. I would like to make a booking at this restaurant.',
   'For which time do you want the booking to be?',
   'I will be eating there at 11:30 am so make it for then.',
   'Can you please confirm that you want to book a table for 2 at 11:30 am at the Bird Dog restaurant in Palo Alto for today.',
   'That suits me well. Can you tell me if they feature live music?',
   'Your booking has been made without errors, but unfortunately they do not have live music.',
   'Will I be able to find liquor there? Can you give me the address of their location?',
   'The restaurant is located at 420 Ramona Street. Unfortunately they do not serve alcohol at the restaurant.',
   'I appreciate it very much. That would be all.',
   'Have a good time!'
 ]}

Data Splits

The dataset is split into a train, validation, and test set with the following sizes:

Train Validation Test
# of dialogues 16142 2482 4201
# of turns 48426 7446 12603

Splitting Criteria

The data is generally split i.i.d, but some topics only appear in training and some only for testing. For example, the domains Messaging, Payment, and Train are test-only.

Dataset in GEM

Rationale for Inclusion in GEM

Why is the Dataset in GEM?

This dataset comprises a wide range of dialog capabilities and thus enables the evaluation of many more generation capabilities of comparable datasets. Its collection methodology ensures a high diversity but also high quality of the data.

Similar Datasets

yes

Unique Language Coverage

no

Difference from other GEM datasets

The domains a lot more diverse than other datasets.

Ability that the Dataset measures

surface realization, compositionality.

GEM-Specific Curation

Modificatied for GEM?

yes

GEM Modifications

data points modified

Modification Details

We are focusing on the response-generation part of the dataset and thus reformatted the dataset to treat the service agent utterances as the targets to be generated and the previous customer utterance and the agent's dialog act as the input. We additionally reformat the dialog acts to directly conform to the format described in this paper.

Additional Splits?

yes

Split Information

9 challenge sets for Schema-Guided Dialog were added to the GEM evaluation suite.

  1. We created subsets of the training and development sets of 500 randomly selected inputs each.
  2. We applied 5 transformations to respectively 5 sets of 500 randomly selected inputs: (i) back-translation, (ii)-(iii) introduction of typographical errors, using Butterfingers with two thresholds (0.02 and 0.05), resulting in two sets with different amounts of typos introduced (there are more typos with the 0.05 threshold than with the 0.02 one), (iv) removal of final punctuations (when any), and (v) input scrambling, for which the order of the dialogue acts was randomly reassigned.
  3. For the input size, we created subpopulations based on the number of dialogue acts in the input.
DA number Frequency English
1 5049
2 2517
3 1328
4 469
5 335
6 256
7 46

We also split the test data according to the type of dialogue act, represented by cardinal numbers in the dataset.

DA type Frequency English
2 1397
3 983
4 1027
5 958
9 72
10 1024
11 1246
12 500
13 2078
15 715

Split Motivation

Generalization and Robustness.

Getting Started with the Task

Pointers to Resources

Previous Results

Previous Results

Measured Model Abilities

Surface realization and compositionally.

Metrics

BLEURT, BLEU, ROUGE

Proposed Evaluation

The original paper focused on the task of dialog state prediction instead of response generation and thus did not suggest any set of metrics.

Previous results available?

no

Dataset Curation

Original Curation

Original Curation Rationale

Previous multi-domain task-oriented dialogue datsets do not sufficiently capture the real-world challenges in virtual assistants, since they cover few domains and assume a single static ontology per domain. The SGD datset is created to cover 17 domains with over 16K dialogues, and contain multiple different APIs in most domains, many of which have overlapping functionalities but different interfaces, which reflects common real-world scenarios. The wide range of available annotations can be used for intent prediction, slot filling, dialogue state tracking, policy imitation learning, language generation, user simulation learning, among other tasks in large-scale virtual assistants.

Communicative Goal

The goal of a speaker who generates the target utterance is to help users accomplish tasks including but not limited to finding flights, booking restaurants, searching for nearby events and movies.

Sourced from Different Sources

no

Language Data

How was Language Data Obtained?

Machine-generated

Generation Method Link

Github

Language Producers

The dialogue outlines are first generated by a simulator. The dialogue simulator interacts with the services to generate dialogue outlines. It consists of two agents playing the roles of the user and the system, interacting with each other using a finite set of actions specified through dialogue acts over a probabilistic automaton designed to capture varied dialogue trajectories. It is worth noting that the simulation automaton does not include any domain-specific constraints: all domain-specific constraints are encoded in the schema and scenario.

The dialogue paraphrasing framework then converts the outlines generated by the simulator into a natural conversation. Users may refer to the slot values in the dialogue acts in various different ways during the conversation, e.g., “los angeles” may be referred to as “LA” or “LAX”. To introduce these natural variations in the slot values, different slot values are replaced with a randomly selected variation while being kept consistent across user turns in a dialogue. The actions are then converted to pseudo-natural language utterances using a set of manually defined action-to-text templates, and the resulting utterances for the different actions in a turn are concatenated together.

Topics Covered

The dataset covers the following domains: Alarm, Banks, Buses, Calendar, Events, Flights, Homes, Hotels, Media, Messaging, Movies, Music, Payment, RentalCars, Restaurants, RideSharing, Services, Train, Travel, and Weather. The domain ‘Service’ includes salons, dentists, doctors etc. The ‘Alarm’, ‘Messaging’, ‘Payment’ and ‘Train’ domains are only present in the dev or test sets. to test generalization to new domains.

Data Validation

not validated

Was Data Filtered?

not filtered

Structured Annotations

Additional Annotations?

crowd-sourced

Number of Raters

unknown

Raters per Training Example

0

Raters per Test Example

0

Annotation Service?

unknown

Annotation Values

The dialogue transformed by these steps is sent to the crowd workers to be reformulated into more natural language. One crowd worker is tasked with paraphrasing all utterances of a dialogue to ensure naturalness and coherence. The crowd workers are asked to exactly repeat the slot values in their paraphrases so that the span indices for the slots can be recovered via string matching.

Any Quality Control?

none

Consent

Any Consent Policy?

no

Justification for Using the Data

While no policy is reported, we assume that one was in place for the collection.

Private Identifying Information (PII)

Contains PII?

no PII

Justification for no PII

The SGD dataset does not use identity categories and does not contain sensitive data.

Maintenance

Any Maintenance Plan?

no

Broader Social Context

Previous Work on the Social Impact of the Dataset

Usage of Models based on the Data

no

Impact on Under-Served Communities

Addresses needs of underserved Communities?

no

Discussion of Biases

Any Documented Social Biases?

no

Are the Language Producers Representative of the Language?

Due to the combination of the automatic generation and crowd rater paraphasing, the language can be very formulaic. While this may be acceptable for the model part (i.e., we may actually desire an automated agent to form formulaic responses), the input utterances of the simulated customers likely do not cover the entire spectrum of the English language.

Considerations for Using the Data

PII Risks and Liability

Licenses

Copyright Restrictions on the Dataset

open license - commercial use allowed

Copyright Restrictions on the Language Data

open license - commercial use allowed

Known Technical Limitations

Technical Limitations

The dialogues under each domain distributed unevenly, where the flights domain has 3644 dialogues while the payment domain only contains 222 dialogues. Besides, all dialogues are paraphrased by crowd-workers, and it is possible that crow-workers with different culture backgrounds will exhibit biased opinions.

Unsuited Applications

Since the initial data was automatically generated, the coverage of entity names is necessarily biased. An agent thus needs to be evaluated in a more realistic environment.

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