Dialogue State Tracking Datasets
Collection
A curated collection of datasets used in Dialogue State Tracking research
•
1 item
•
Updated
Datasets:
Dataset Viewer
dialogue_id
stringlengths 12
13
| turn_id
int64 0
22
| services
sequencelengths 0
4
| active_intents
sequencelengths 0
4
| sys_utt
stringlengths 3
507
| usr_utt
stringlengths 2
195
| states_22
dict | states_21
dict | states_23
dict | states_24
dict | slots_22
sequencelengths 1
20
⌀ | slots_21
sequencelengths 1
20
⌀ | slots_23
sequencelengths 1
21
⌀ | slots_24
sequencelengths 1
20
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
SNG01856.json
| 0 |
[
"hotel"
] |
[
"find_hotel"
] |
none
|
am looking for a place to to stay that has cheap price range it should be in a type of hotel
|
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"cheap"
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"hotel"
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|
{
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|
{
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|
{
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|
[
"hotel-pricerange",
"hotel-type"
] |
[
"hotel-pricerange",
"hotel-type"
] |
[
"hotel-pricerange",
"hotel-type"
] |
[
"hotel-pricerange",
"hotel-type"
] |
SNG01856.json
| 1 |
[
"hotel"
] |
[
"find_hotel"
] |
Okay, do you have a specific area you want to stay in?
|
no, i just need to make sure it's cheap. oh, and i need parking
|
{
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],
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"cheap"
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|
{
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|
{
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|
{
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|
[
"hotel-parking",
"hotel-pricerange",
"hotel-type"
] |
[
"hotel-parking",
"hotel-pricerange",
"hotel-type"
] |
[
"hotel-parking",
"hotel-pricerange",
"hotel-type"
] |
[
"hotel-parking",
"hotel-pricerange",
"hotel-type"
] |
SNG01856.json
| 2 |
[
"hotel"
] |
[
"book_hotel"
] |
I found 1 cheap hotel for you that includes parking. Do you like me to book it?
|
Yes, please. 6 people 3 nights starting on tuesday.
|
{
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|
{
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|
{
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|
{
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|
[
"hotel-day",
"hotel-parking",
"hotel-people",
"hotel-pricerange",
"hotel-stay",
"hotel-type"
] |
[
"hotel-day",
"hotel-parking",
"hotel-people",
"hotel-pricerange",
"hotel-stay",
"hotel-type"
] |
[
"hotel-day",
"hotel-parking",
"hotel-people",
"hotel-pricerange",
"hotel-stay",
"hotel-type"
] |
[
"hotel-day",
"hotel-parking",
"hotel-people",
"hotel-pricerange",
"hotel-stay",
"hotel-type"
] |
SNG01856.json
| 3 |
[
"hotel"
] |
[
"book_hotel"
] |
I am sorry but I wasn't able to book that for you for Tuesday. Is there another day you would like to stay or perhaps a shorter stay?
|
how about only 2 nights.
|
{
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|
{
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|
{
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{
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|
[
"hotel-day",
"hotel-parking",
"hotel-people",
"hotel-pricerange",
"hotel-stay",
"hotel-type"
] |
[
"hotel-day",
"hotel-parking",
"hotel-people",
"hotel-pricerange",
"hotel-stay",
"hotel-type"
] |
[
"hotel-day",
"hotel-parking",
"hotel-people",
"hotel-pricerange",
"hotel-stay",
"hotel-type"
] |
[
"hotel-day",
"hotel-parking",
"hotel-people",
"hotel-pricerange",
"hotel-stay",
"hotel-type"
] |
SNG01856.json
| 4 |
[
"hotel"
] |
[] |
Booking was successful. Reference number is : 7GAWK763 . Anything else I can do for you?
|
No, that will be all. Good bye.
|
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{
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|
{
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"cheap"
],
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"2"
],
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"hotel"
],
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}
|
[
"hotel-day",
"hotel-parking",
"hotel-people",
"hotel-pricerange",
"hotel-stay",
"hotel-type"
] |
[
"hotel-day",
"hotel-parking",
"hotel-people",
"hotel-pricerange",
"hotel-stay",
"hotel-type"
] |
[
"hotel-day",
"hotel-parking",
"hotel-people",
"hotel-pricerange",
"hotel-stay",
"hotel-type"
] |
[
"hotel-day",
"hotel-parking",
"hotel-people",
"hotel-pricerange",
"hotel-stay",
"hotel-type"
] |
SNG01856.json
| 5 |
[
"hotel"
] |
[] |
Thank you for using our services.
|
none
|
{
"attraction-area": null,
"attraction-name": null,
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"hotel-day": [
"tuesday"
],
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"hotel-parking": [
"yes"
],
"hotel-people": [
"6"
],
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"cheap"
],
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"2"
],
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],
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}
|
{
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"hotel-day": [
"tuesday"
],
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"yes"
],
"hotel-people": [
"6"
],
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"cheap"
],
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"hotel-stay": [
"2"
],
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"hotel"
],
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}
|
{
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"hotel-day": [
"tuesday"
],
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"yes"
],
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"6"
],
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"cheap"
],
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"2"
],
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"hotel"
],
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}
|
{
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"tuesday"
],
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"yes"
],
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"6"
],
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],
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"2"
],
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"hotel"
],
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}
|
[
"hotel-day",
"hotel-parking",
"hotel-people",
"hotel-pricerange",
"hotel-stay",
"hotel-type"
] |
[
"hotel-day",
"hotel-parking",
"hotel-people",
"hotel-pricerange",
"hotel-stay",
"hotel-type"
] |
[
"hotel-day",
"hotel-parking",
"hotel-people",
"hotel-pricerange",
"hotel-stay",
"hotel-type"
] |
[
"hotel-day",
"hotel-parking",
"hotel-people",
"hotel-pricerange",
"hotel-stay",
"hotel-type"
] |
SNG0129.json
| 0 |
[] |
[
"find_police"
] |
none
|
Hello, I have been robbed. Can you please help me get in touch with the police?
| null | null | null | null | null | null | null | null |
SNG0129.json
| 1 |
[] |
[
"find_police"
] |
Parkside Police Station is in Parkside, Cambridge. Their number is 01223358966. Anything else I can do for you?
|
Can I please have the postcode as well?
| null | null | null | null | null | null | null | null |
SNG0129.json
| 2 |
[] |
[
"find_attraction",
"find_police"
] |
The postcode for the Parkside Police Station is CB11JG. Can I help you with anything else?
|
Was Parkside the address of the police station? If not, can I have the address please?
| null | null | null | null | null | null | null | null |
SNG0129.json
| 3 |
[] |
[] |
Yes, Parkside is the address.
|
Thank you that will be all for now.
| null | null | null | null | null | null | null | null |
SNG0129.json
| 4 |
[] |
[] |
Great. Thank you for contacting Cambridge Towninfo Centre.
|
You were great. Goodbye.
| null | null | null | null | null | null | null | null |
SNG0129.json
| 5 |
[] |
[] |
We are happy to help. Have a good day!
|
none
| null | null | null | null | null | null | null | null |
MUL2168.json
| 0 |
[
"train",
"hotel"
] |
[
"find_train"
] |
none
|
Hi, I'm looking for a train that is going to cambridge and arriving there by 20:45, is there anything like that?
|
{
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|
{
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],
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],
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|
{
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],
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"cambridge"
],
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}
|
{
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"cambridge"
],
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}
|
[
"train-arriveby",
"train-destination"
] |
[
"train-arriveby",
"train-destination"
] |
[
"train-arriveby",
"train-destination"
] |
[
"train-arriveby",
"train-destination"
] |
MUL2168.json
| 1 |
[
"train",
"hotel"
] |
[
"find_train"
] |
There are over 1,000 trains like that. Where will you be departing from?
|
I am departing from birmingham new street.
|
{
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"train-arriveby": [
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],
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"train-departure": [
"birmingham new street"
],
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"cambridge"
],
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}
|
{
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"train-arriveby": [
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],
"train-day": null,
"train-departure": [
"birmingham new street"
],
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"cambridge"
],
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}
|
{
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"train-arriveby": [
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],
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"birmingham new street"
],
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"cambridge"
],
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}
|
{
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"train-arriveby": [
"20:45"
],
"train-day": null,
"train-departure": [
"birmingham new street"
],
"train-destination": [
"cambridge"
],
"train-leaveat": null,
"train-people": null
}
|
[
"train-arriveby",
"train-departure",
"train-destination"
] |
[
"train-arriveby",
"train-departure",
"train-destination"
] |
[
"train-arriveby",
"train-departure",
"train-destination"
] |
[
"train-arriveby",
"train-departure",
"train-destination"
] |
MUL2168.json
| 2 |
[
"train",
"hotel"
] |
[
"find_train",
"find_hotel"
] |
Can you confirm your desired travel day?
|
I would like to leave on wednesday
|
{
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"train-arriveby": [
"20:45"
],
"train-day": [
"wednesday"
],
"train-departure": [
"birmingham new street"
],
"train-destination": [
"cambridge"
],
"train-leaveat": null,
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}
|
{
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"train-arriveby": [
"20:45"
],
"train-day": [
"wednesday"
],
"train-departure": [
"birmingham new street"
],
"train-destination": [
"cambridge"
],
"train-leaveat": null,
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}
|
{
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"train-arriveby": [
"20:45"
],
"train-day": [
"wednesday"
],
"train-departure": [
"birmingham new street"
],
"train-destination": [
"cambridge"
],
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}
|
{
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"train-arriveby": [
"20:45"
],
"train-day": [
"wednesday"
],
"train-departure": [
"birmingham new street"
],
"train-destination": [
"cambridge"
],
"train-leaveat": null,
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}
|
[
"train-arriveby",
"train-day",
"train-departure",
"train-destination"
] |
[
"train-arriveby",
"train-day",
"train-departure",
"train-destination"
] |
[
"train-arriveby",
"train-day",
"train-departure",
"train-destination"
] |
[
"train-arriveby",
"train-day",
"train-departure",
"train-destination"
] |
MUL2168.json
| 3 |
[
"train",
"hotel"
] |
[
"book_train"
] |
I show a train leaving birmingham new street at 17:40 and arriving at 20:23 on Wednesday. Will this work for you?
|
That will, yes. Please make a booking for 5 people please.
|
{
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"train-arriveby": [
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"train-day": [
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],
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],
"train-destination": [
"cambridge"
],
"train-leaveat": null,
"train-people": [
"5"
]
}
|
{
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"train-arriveby": [
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],
"train-day": [
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MUL2168.json
| 4 |
[
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[
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I've booked your train tickets, and your reference number is A9NHSO9Y .
|
Thanks so much. I would also need a place to say. I am looking for something with 4 stars and has free wifi.
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MUL2168.json
| 5 |
[
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How about the cambridge belfry? It has all the attributes you requested and a great name! Maybe even a real belfry?
|
That sounds great, could you make a booking for me please?
|
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MUL2168.json
| 6 |
[
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[
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What day would you like your booking for?
|
Please book it for Wednesday for 5 people and 5 nights, please.
|
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MUL2168.json
| 7 |
[
"train",
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[] |
Booking was successful. Reference number is : 5NAWGJDC .
|
Thank you, goodbye
|
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[
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"hotel-stars",
"hotel-stay",
"train-arriveby",
"train-day",
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[
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[
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] |
MUL2168.json
| 8 |
[
"train",
"hotel"
] |
[] |
Goodbye. If you think of anything else you need don't hesitate to contact us.
|
none
|
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[
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[
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"train-destination",
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] |
SNG01445.json
| 0 |
[] |
[
"find_police"
] |
none
|
I was robbed a few minutes ago and need assistance.
| null | null | null | null | null | null | null | null |
SNG01445.json
| 1 |
[] |
[
"find_police"
] |
Please contact the Parkside, Cambridge police station.
|
I need the address including postcode of the police station and also the phone number.
| null | null | null | null | null | null | null | null |
SNG01445.json
| 2 |
[] |
[] |
Of course. Their address is Parkside, Cambridge postcode CB11JG and phone number is 01223358966.
|
Thank you. That's all I needed.
| null | null | null | null | null | null | null | null |
SNG01445.json
| 3 |
[] |
[] |
You are more than welcome!
|
Ok, have a good day. Goodbye.
| null | null | null | null | null | null | null | null |
SNG01445.json
| 4 |
[] |
[] |
You are very welcome. Goodbye.
|
none
| null | null | null | null | null | null | null | null |
MUL2105.json
| 0 |
[
"train",
"hotel"
] |
[
"find_hotel"
] |
none
|
Hi. I'm looking for a hotel in the east. The internet is not needed.
|
{
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{
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{
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|
[
"hotel-area",
"hotel-internet"
] |
[
"hotel-area",
"hotel-internet"
] |
[
"hotel-area",
"hotel-internet",
"hotel-type"
] |
[
"hotel-area",
"hotel-internet"
] |
MUL2105.json
| 1 |
[
"train",
"hotel"
] |
[
"find_hotel"
] |
There are no hotels that do not have internet, but 7 which do have it. Do you have a specific price range you'd prefer?
|
no, but it should have free parking, please.
|
{
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{
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|
[
"hotel-area",
"hotel-internet",
"hotel-parking",
"hotel-pricerange"
] |
[
"hotel-area",
"hotel-internet",
"hotel-parking",
"hotel-pricerange"
] |
[
"hotel-area",
"hotel-internet",
"hotel-parking",
"hotel-pricerange"
] |
[
"hotel-area",
"hotel-internet",
"hotel-parking",
"hotel-pricerange"
] |
MUL2105.json
| 2 |
[
"train",
"hotel"
] |
[
"find_hotel"
] |
The Express by Holiday Inn Cambridge is in the area and has free parking, would you like more information?
|
Is that a guesthouse or a hotel? I'd really prefer a guesthouse.
|
{
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|
{
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{
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|
[
"hotel-area",
"hotel-internet",
"hotel-name",
"hotel-parking",
"hotel-pricerange",
"hotel-type"
] |
[
"hotel-area",
"hotel-internet",
"hotel-name",
"hotel-parking",
"hotel-pricerange",
"hotel-type"
] |
[
"hotel-area",
"hotel-internet",
"hotel-name",
"hotel-parking",
"hotel-pricerange",
"hotel-type"
] |
[
"hotel-area",
"hotel-internet",
"hotel-name",
"hotel-parking",
"hotel-pricerange",
"hotel-type"
] |
MUL2105.json
| 3 |
[
"train",
"hotel"
] |
[
"find_hotel"
] |
It's a hotel. There are 5 guesthouses in the area. Do you prefer cheap or moderate for the price range?
|
The price doesn't really matter. I just need free parking. It doesn't really need to have internet though.
|
{
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"east"
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"no"
],
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],
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|
{
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}
|
{
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"hotel-area": [
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],
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"no"
],
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"express by holiday inn cambridge"
],
"hotel-parking": [
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],
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],
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}
|
{
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],
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],
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],
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}
|
[
"hotel-area",
"hotel-internet",
"hotel-parking",
"hotel-pricerange",
"hotel-type"
] |
[
"hotel-area",
"hotel-internet",
"hotel-parking",
"hotel-pricerange",
"hotel-type"
] |
[
"hotel-area",
"hotel-internet",
"hotel-name",
"hotel-parking",
"hotel-pricerange",
"hotel-type"
] |
[
"hotel-area",
"hotel-internet",
"hotel-parking",
"hotel-pricerange",
"hotel-type"
] |
MUL2105.json
| 4 |
[
"train",
"hotel"
] |
[
"find_hotel"
] |
There are 5 guesthouses that have free parking. Should I book one of them for you?
|
Okay, none of them DON'T offer free wifi? If not, I'll need the address for one that does have wifi, please. Tell me about your favorite.
|
{
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"hotel-area": [
"east"
],
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"no"
],
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"yes"
],
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}
|
{
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"east"
],
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"no"
],
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"yes"
],
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],
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],
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}
|
{
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"east"
],
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"hotel-internet": [
"yes"
],
"hotel-name": [
"express by holiday inn cambridge"
],
"hotel-parking": [
"yes"
],
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],
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],
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}
|
{
"attraction-area": null,
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"east"
],
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"no"
],
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"yes"
],
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],
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],
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}
|
[
"hotel-area",
"hotel-internet",
"hotel-parking",
"hotel-pricerange",
"hotel-type"
] |
[
"hotel-area",
"hotel-internet",
"hotel-parking",
"hotel-pricerange",
"hotel-type"
] |
[
"hotel-area",
"hotel-internet",
"hotel-name",
"hotel-parking",
"hotel-pricerange",
"hotel-type"
] |
[
"hotel-area",
"hotel-internet",
"hotel-parking",
"hotel-pricerange",
"hotel-type"
] |
MUL2105.json
| 5 |
[
"train",
"hotel"
] |
[
"find_train"
] |
The allenbell is a guesthouse on the east. The addres sis 517a coldham lane post code cb13js.
|
Great. Can you help me with a train as well? I'm looking to come in from Ely.
|
{
"attraction-area": null,
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"attraction-type": null,
"hotel-area": [
"east"
],
"hotel-day": null,
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"no"
],
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"yes"
],
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],
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],
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"train-departure": [
"ely"
],
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}
|
{
"attraction-area": null,
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"east"
],
"hotel-day": null,
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"no"
],
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"yes"
],
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],
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],
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"train-departure": [
"ely"
],
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}
|
{
"attraction-area": null,
"attraction-name": null,
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"hotel-area": [
"east"
],
"hotel-day": null,
"hotel-internet": [
"yes"
],
"hotel-name": [
"allenbell"
],
"hotel-parking": [
"yes"
],
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"dontcare"
],
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],
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"train-departure": [
"ely"
],
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}
|
{
"attraction-area": null,
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"attraction-type": null,
"hotel-area": [
"east"
],
"hotel-day": null,
"hotel-internet": [
"no"
],
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"hotel-parking": [
"yes"
],
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"hotel-pricerange": [
"dontcare"
],
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"hotel-type": [
"guesthouse"
],
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"train-day": null,
"train-departure": [
"ely"
],
"train-destination": null,
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}
|
[
"hotel-area",
"hotel-internet",
"hotel-parking",
"hotel-pricerange",
"hotel-type",
"train-departure"
] |
[
"hotel-area",
"hotel-internet",
"hotel-parking",
"hotel-pricerange",
"hotel-type",
"train-departure"
] |
[
"hotel-area",
"hotel-internet",
"hotel-name",
"hotel-parking",
"hotel-pricerange",
"hotel-type",
"train-departure"
] |
[
"hotel-area",
"hotel-internet",
"hotel-parking",
"hotel-pricerange",
"hotel-type",
"train-departure"
] |
MUL2105.json
| 6 |
[
"train",
"hotel"
] |
[
"book_train"
] |
What is your destination? And do you have any preference for day, departure or arrival time?
|
I want to go from cambridge to ely, no preference for time but I need to book for 8 people.
|
{
"attraction-area": null,
"attraction-name": null,
"attraction-type": null,
"hotel-area": [
"east"
],
"hotel-day": null,
"hotel-internet": [
"no"
],
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"hotel-parking": [
"yes"
],
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"hotel-pricerange": [
"dontcare"
],
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],
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"train-arriveby": [
"dontcare"
],
"train-day": null,
"train-departure": [
"cambridge"
],
"train-destination": [
"ely"
],
"train-leaveat": [
"dontcare"
],
"train-people": [
"8"
]
}
|
{
"attraction-area": null,
"attraction-name": null,
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"hotel-area": [
"east"
],
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"hotel-internet": [
"no"
],
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"hotel-parking": [
"yes"
],
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"hotel-pricerange": [
"dontcare"
],
"hotel-stars": null,
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"hotel-type": [
"guesthouse"
],
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"train-arriveby": [
"dontcare"
],
"train-day": null,
"train-departure": [
"cambridge"
],
"train-destination": [
"ely"
],
"train-leaveat": [
"dontcare"
],
"train-people": [
"8"
]
}
|
{
"attraction-area": null,
"attraction-name": null,
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"hotel-area": [
"east"
],
"hotel-day": null,
"hotel-internet": [
"yes"
],
"hotel-name": [
"allenbell"
],
"hotel-parking": [
"yes"
],
"hotel-people": null,
"hotel-pricerange": [
"dontcare"
],
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"hotel-stay": null,
"hotel-type": [
"guesthouse"
],
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"train-arriveby": [
"dontcare"
],
"train-day": null,
"train-departure": [
"cambridge"
],
"train-destination": [
"ely"
],
"train-leaveat": [
"dontcare"
],
"train-people": [
"8"
]
}
|
{
"attraction-area": null,
"attraction-name": null,
"attraction-type": null,
"hotel-area": [
"east"
],
"hotel-day": null,
"hotel-internet": [
"no"
],
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"hotel-parking": [
"yes"
],
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"hotel-pricerange": [
"dontcare"
],
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"guesthouse"
],
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"train-arriveby": [
"dontcare"
],
"train-day": null,
"train-departure": [
"cambridge"
],
"train-destination": [
"ely"
],
"train-leaveat": [
"dontcare"
],
"train-people": [
"8"
]
}
|
[
"hotel-area",
"hotel-internet",
"hotel-parking",
"hotel-pricerange",
"hotel-type",
"train-arriveby",
"train-departure",
"train-destination",
"train-leaveat",
"train-people"
] |
[
"hotel-area",
"hotel-internet",
"hotel-parking",
"hotel-pricerange",
"hotel-type",
"train-arriveby",
"train-departure",
"train-destination",
"train-leaveat",
"train-people"
] |
[
"hotel-area",
"hotel-internet",
"hotel-name",
"hotel-parking",
"hotel-pricerange",
"hotel-type",
"train-arriveby",
"train-departure",
"train-destination",
"train-leaveat",
"train-people"
] |
[
"hotel-area",
"hotel-internet",
"hotel-parking",
"hotel-pricerange",
"hotel-type",
"train-arriveby",
"train-departure",
"train-destination",
"train-leaveat",
"train-people"
] |
MUL2105.json
| 7 |
[
"train",
"hotel"
] |
[
"book_train"
] |
There are trains that run every two hours every day starting at 5:50. Do you know what day you'd like to travel?
|
I'm looking for Wednesday , arrive by 11:30 for 8 people Please.
|
{
"attraction-area": null,
"attraction-name": null,
"attraction-type": null,
"hotel-area": [
"east"
],
"hotel-day": null,
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"no"
],
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"hotel-parking": [
"yes"
],
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],
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],
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"train-arriveby": [
"11:30"
],
"train-day": [
"wednesday"
],
"train-departure": [
"cambridge"
],
"train-destination": [
"ely"
],
"train-leaveat": [
"dontcare"
],
"train-people": [
"8"
]
}
|
{
"attraction-area": null,
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MUL2105.json
| 8 |
[
"train",
"hotel"
] |
[] |
Booking was successful, the total fee is 35.2 GBP payable at the station. You reference number is 7ZCVR4Q3 . Can I help you with anything else?
|
No, I don't need anything else right now. Thank you for your assistance. Good Bye.
|
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MUL2105.json
| 9 |
[
"train",
"hotel"
] |
[] |
Thank you and enjoy your visit. Have a great day.
|
none
|
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] |
PMUL1690.json
| 0 |
[
"train",
"hotel"
] |
[
"find_train"
] |
none
|
I need to take a train from Norwich, leaving after 21:15.
|
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|
[
"train-departure",
"train-leaveat"
] |
[
"train-departure",
"train-leaveat"
] |
[
"train-departure",
"train-leaveat"
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[
"train-departure",
"train-leaveat"
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PMUL1690.json
| 1 |
[
"train",
"hotel"
] |
[
"find_train"
] |
Where would you like to go to?
|
I would like to go to Ely please.
|
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],
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"ely"
],
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}
|
{
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"train-departure": [
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],
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"ely"
],
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}
|
[
"train-departure",
"train-destination"
] |
[
"train-departure",
"train-destination"
] |
[
"train-departure",
"train-destination"
] |
[
"train-departure",
"train-destination"
] |
PMUL1690.json
| 2 |
[
"train",
"hotel"
] |
[
"find_train",
"find_hotel"
] |
I don't have any listings for trains leaving Norwich and arriving in Ely. Would you like to try a different departure station?
|
I meant Cambridge please. I would like to arrive in Cambridge on Monday after 21:15.
|
{
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|
{
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"train-departure": [
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}
|
{
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"train-day": [
"monday"
],
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"norwich"
],
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"cambridge"
],
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"21:15"
],
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}
|
{
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"train-departure": [
"norwich"
],
"train-destination": [
"ely"
],
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}
|
[
"train-departure",
"train-destination"
] |
[
"train-departure",
"train-destination"
] |
[
"train-day",
"train-departure",
"train-destination",
"train-leaveat"
] |
[
"train-departure",
"train-destination"
] |
PMUL1690.json
| 3 |
[
"train",
"hotel"
] |
[
"find_train"
] |
Ok I will book that for you and get you a confirmation number
|
I don't need anything booked. I just need to get the arrival time, travel time and price of a train from norwich to cambridge leaving after 21:15.
|
{
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|
{
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"train-day": [
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|
{
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],
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],
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],
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}
|
{
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"train-day": [
"monday"
],
"train-departure": [
"norwich"
],
"train-destination": [
"cambridge"
],
"train-leaveat": [
"21:15"
],
"train-people": null
}
|
[
"train-day",
"train-departure",
"train-destination",
"train-leaveat"
] |
[
"train-day",
"train-departure",
"train-destination",
"train-leaveat"
] |
[
"train-day",
"train-departure",
"train-destination",
"train-leaveat"
] |
[
"train-day",
"train-departure",
"train-destination",
"train-leaveat"
] |
PMUL1690.json
| 4 |
[
"train",
"hotel"
] |
[
"find_hotel"
] |
There are trains arriving at 22:35, 23:35 and 24:35. They are 17.60 pounds and 79 minutes each.
|
Great, thanks! I'm also looking for a 4 star hotel in the north. Can you please help with that?
|
{
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"train-day": [
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],
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"cambridge"
],
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],
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}
|
{
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],
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"train-day": [
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],
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],
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"cambridge"
],
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],
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}
|
{
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],
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"train-day": [
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],
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],
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"cambridge"
],
"train-leaveat": [
"21:15"
],
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}
|
{
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],
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"train-day": [
"monday"
],
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"norwich"
],
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"cambridge"
],
"train-leaveat": [
"21:15"
],
"train-people": null
}
|
[
"hotel-area",
"hotel-stars",
"train-day",
"train-departure",
"train-destination",
"train-leaveat"
] |
[
"hotel-area",
"hotel-stars",
"train-day",
"train-departure",
"train-destination",
"train-leaveat"
] |
[
"hotel-area",
"hotel-stars",
"train-day",
"train-departure",
"train-destination",
"train-leaveat"
] |
[
"hotel-area",
"hotel-stars",
"train-day",
"train-departure",
"train-destination",
"train-leaveat"
] |
PMUL1690.json
| 5 |
[
"train",
"hotel"
] |
[
"find_hotel"
] |
There are several that meet your criteria. Is there a price range you are interested in?
|
I would like to keep it in the moderate range, please.
|
{
"attraction-area": null,
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"train-day": [
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],
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"cambridge"
],
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],
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}
|
{
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],
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],
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"train-day": [
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],
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"norwich"
],
"train-destination": [
"cambridge"
],
"train-leaveat": [
"21:15"
],
"train-people": null
}
|
{
"attraction-area": null,
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"north"
],
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"moderate"
],
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],
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"train-day": [
"monday"
],
"train-departure": [
"norwich"
],
"train-destination": [
"cambridge"
],
"train-leaveat": [
"21:15"
],
"train-people": null
}
|
{
"attraction-area": null,
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"north"
],
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],
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"train-arriveby": null,
"train-day": [
"monday"
],
"train-departure": [
"norwich"
],
"train-destination": [
"cambridge"
],
"train-leaveat": [
"21:15"
],
"train-people": null
}
|
[
"hotel-area",
"hotel-pricerange",
"hotel-stars",
"train-day",
"train-departure",
"train-destination",
"train-leaveat"
] |
[
"hotel-area",
"hotel-pricerange",
"hotel-stars",
"train-day",
"train-departure",
"train-destination",
"train-leaveat"
] |
[
"hotel-area",
"hotel-pricerange",
"hotel-stars",
"train-day",
"train-departure",
"train-destination",
"train-leaveat"
] |
[
"hotel-area",
"hotel-pricerange",
"hotel-stars",
"train-day",
"train-departure",
"train-destination",
"train-leaveat"
] |
PMUL1690.json
| 6 |
[
"train",
"hotel"
] |
[
"find_hotel"
] |
I see 7 options. They are all guesthouses. Do you have preferences for internet and parking?
|
I do not have a preference on those things.
|
{
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"train-day": [
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],
"train-destination": [
"cambridge"
],
"train-leaveat": [
"21:15"
],
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}
|
{
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],
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[
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[
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[
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[
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"train-destination",
"train-leaveat"
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PMUL1690.json
| 7 |
[
"train",
"hotel"
] |
[
"find_hotel"
] |
Shall I try to start and book you into one?
|
Please book it and provide the reference number.
|
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[
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[
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PMUL1690.json
| 8 |
[
"train",
"hotel"
] |
[
"find_hotel"
] |
How many nights will you be staying?
|
Please book the hotel for 4 people and 2 nights. Thank you.
|
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PMUL1690.json
| 9 |
[
"train",
"hotel"
] |
[
"find_train",
"book_hotel"
] |
What day will you be arriving?
|
the same day... monday please.
|
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PMUL1690.json
| 10 |
[
"train",
"hotel"
] |
[
"book_hotel"
] |
I apologize, some of our new workers have phobias of the booking system, I booked you at Acorn guest house, the reference number is 04CSEO7Q any other questions?
|
That's all I need for today. Thanks for your help!
|
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PMUL1690.json
| 11 |
[
"train",
"hotel"
] |
[] |
I'm happy to help, and I hope you enjoy your stay!
|
none
|
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MUL2395.json
| 0 |
[
"restaurant",
"attraction"
] |
[
"find_attraction"
] |
none
|
I am planning a trip to town and want to sight see a bit. Can you let me know some attractions I may be interested in?
| null | null | null | null | null | null | null | null |
MUL2395.json
| 1 |
[
"restaurant",
"attraction"
] |
[
"find_restaurant",
"find_attraction"
] |
There are 79 attractions in the city. Do you have a specific type of attraction or specific area of the attraction that you are interested in?
|
I'd like something in the centre.
|
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[
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[
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[
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[
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MUL2395.json
| 2 |
[
"restaurant",
"attraction"
] |
[
"find_restaurant",
"find_attraction"
] |
Great! How about All Saints Church? It has fantastic architecture and free entrance. Would you like more information?
|
Could I get the address for it? I would also like an expensive place to eat around it.
|
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{
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|
[
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] |
[
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"restaurant-area",
"restaurant-pricerange"
] |
[
"attraction-area",
"attraction-name",
"restaurant-area",
"restaurant-pricerange"
] |
[
"attraction-area",
"restaurant-area",
"restaurant-pricerange"
] |
MUL2395.json
| 3 |
[
"restaurant",
"attraction"
] |
[
"find_restaurant"
] |
The address is Jesus Lane. What type of food would you like to eat?
|
I'm in the mood for Caribbean food.
|
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|
{
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|
[
"attraction-area",
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[
"attraction-area",
"restaurant-area",
"restaurant-food",
"restaurant-pricerange"
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[
"attraction-area",
"attraction-name",
"restaurant-area",
"restaurant-food",
"restaurant-pricerange"
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[
"attraction-area",
"restaurant-area",
"restaurant-food",
"restaurant-pricerange"
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MUL2395.json
| 4 |
[
"restaurant",
"attraction"
] |
[
"find_restaurant",
"find_attraction"
] |
Unfortunately, there are no expensive caribbean restaurants in that area. Would you like me to check a different type of cuisine, or another area?
|
Yes, I also love turkish food. Is there something in the center that's expensive? Also, what type of attraction is All Saints Church?
|
{
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|
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[
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MUL2395.json
| 5 |
[
"restaurant",
"attraction"
] |
[
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] |
The Meze Bar Restaurant is an expensive Turkish restaurant in the city centre. The All Saints Church is an architecture attraction.
|
Can I have the phone number, address and postcode for the restaurant please?
|
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[
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MUL2395.json
| 6 |
[
"restaurant",
"attraction"
] |
[] |
I don't have a phone number available, but the address is 196 Mill Road City Centre, postal code cb13nf. Anything else I can do for you?
|
Great that's all that I needed to know, thank you!
|
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MUL2395.json
| 7 |
[
"restaurant",
"attraction"
] |
[] |
You're welcome, feel free to contact us about anything else you need.
|
none
|
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[
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[
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[
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SNG0190.json
| 0 |
[
"hospital"
] |
[
"find_hospital"
] |
none
|
I've been injured and need to find a hospital nearby.
| null | null | null | null | null | null | null | null |
SNG0190.json
| 1 |
[
"hospital"
] |
[
"find_hospital"
] |
The Addenbrookes Hospital is located at Hills Rd., Cambridge. Are you looking for a specific department?
|
No, I just need the general phone number, please.
| null | null | null | null | null | null | null | null |
SNG0190.json
| 2 |
[
"hospital"
] |
[] |
01223245151, is the number. Do you need anything else?
|
Thank you that will do.
| null | null | null | null | null | null | null | null |
SNG0190.json
| 3 |
[
"hospital"
] |
[] |
Feel better soon! Have a better night!
|
none
| null | null | null | null | null | null | null | null |
PMUL1170.json
| 0 |
[
"attraction",
"train"
] |
[
"find_train"
] |
none
|
I need to take a train out of Cambridge, I will be leaving town on Wednesday.
|
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[
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[
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[
"train-day",
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[
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PMUL1170.json
| 1 |
[
"attraction",
"train"
] |
[
"find_train"
] |
There are 5 trains out of Cambridge on Wednesday. Do you have a departure time in mind?
|
I'd like to go to peterborough and leave after 12:45, I have to attend a meeting beforehand.
|
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[
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[
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[
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PMUL1170.json
| 2 |
[
"attraction",
"train"
] |
[
"find_train"
] |
TR1879 leaves at 13:06 on Wednesday. Will that work for you?
|
What is the price of the fair and could you tell me what is the arrival time into Peterborough?
|
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[
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[
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[
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[
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PMUL1170.json
| 3 |
[
"attraction",
"train"
] |
[
"book_train"
] |
The price is 16.50 pounds and the train will arrive in Peterborough by 13:56 Wednesday. Would you like me to book a ticket for you?
|
Yes, one ticket please, can I also get the reference number?
|
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[
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[
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[
"train-day",
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[
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PMUL1170.json
| 4 |
[
"attraction",
"train"
] |
[
"find_attraction"
] |
I booked you one seat on TR1879 departing Cambridge for Peterborough on Wednesday at 13:06, Reference: xu1qlhvw . Can I help further today?
|
I am also looking for a museum in centre. Could you give me the address, postcode and phone number of one?
|
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[
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[
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[
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[
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PMUL1170.json
| 5 |
[
"attraction",
"train"
] |
[] |
The Broughton House Gallery is located at 98 King Street, postcode cb11ln. Their phone number is 01223314960. Is there anything else you need?
|
That's all I need right now. Thanks, you have been very helpful!
|
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"restaurant-time": null,
"taxi-arriveby": null,
"taxi-departure": null,
"taxi-destination": null,
"taxi-leaveat": null,
"train-arriveby": null,
"train-day": [
"wednesday"
],
"train-departure": [
"cambridge"
],
"train-destination": [
"peterborough"
],
"train-leaveat": [
"12:45"
],
"train-people": [
"1"
]
}
|
{
"attraction-area": [
"centre"
],
"attraction-name": null,
"attraction-type": [
"museum"
],
"hotel-area": null,
"hotel-day": null,
"hotel-internet": null,
"hotel-name": null,
"hotel-parking": null,
"hotel-people": null,
"hotel-pricerange": null,
"hotel-stars": null,
"hotel-stay": null,
"hotel-type": null,
"restaurant-area": null,
"restaurant-day": null,
"restaurant-food": null,
"restaurant-name": null,
"restaurant-people": null,
"restaurant-pricerange": null,
"restaurant-time": null,
"taxi-arriveby": null,
"taxi-departure": null,
"taxi-destination": null,
"taxi-leaveat": null,
"train-arriveby": null,
"train-day": [
"wednesday"
],
"train-departure": [
"cambridge"
],
"train-destination": [
"peterborough"
],
"train-leaveat": [
"12:45"
],
"train-people": [
"1"
]
}
|
[
"attraction-area",
"attraction-type",
"train-day",
"train-departure",
"train-destination",
"train-leaveat",
"train-people"
] |
[
"attraction-area",
"attraction-type",
"train-day",
"train-departure",
"train-destination",
"train-leaveat",
"train-people"
] |
[
"attraction-area",
"attraction-name",
"attraction-type",
"train-day",
"train-departure",
"train-destination",
"train-leaveat",
"train-people"
] |
[
"attraction-area",
"attraction-type",
"train-day",
"train-departure",
"train-destination",
"train-leaveat",
"train-people"
] |
PMUL1170.json
| 6 |
[
"attraction",
"train"
] |
[] |
You're welcome, I hope you enjoy your time in Cambridge!
|
none
|
{
"attraction-area": [
"centre"
],
"attraction-name": null,
"attraction-type": [
"museum"
],
"hotel-area": null,
"hotel-day": null,
"hotel-internet": null,
"hotel-name": null,
"hotel-parking": null,
"hotel-people": null,
"hotel-pricerange": null,
"hotel-stars": null,
"hotel-stay": null,
"hotel-type": null,
"restaurant-area": null,
"restaurant-day": null,
"restaurant-food": null,
"restaurant-name": null,
"restaurant-people": null,
"restaurant-pricerange": null,
"restaurant-time": null,
"taxi-arriveby": null,
"taxi-departure": null,
"taxi-destination": null,
"taxi-leaveat": null,
"train-arriveby": null,
"train-day": [
"wednesday"
],
"train-departure": [
"cambridge"
],
"train-destination": [
"peterborough"
],
"train-leaveat": [
"12:45"
],
"train-people": [
"1"
]
}
|
{
"attraction-area": [
"centre"
],
"attraction-name": null,
"attraction-type": [
"museum"
],
"hotel-area": null,
"hotel-day": null,
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"hotel-name": null,
"hotel-parking": null,
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"restaurant-food": null,
"restaurant-name": null,
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"taxi-arriveby": null,
"taxi-departure": null,
"taxi-destination": null,
"taxi-leaveat": null,
"train-arriveby": null,
"train-day": [
"wednesday"
],
"train-departure": [
"cambridge"
],
"train-destination": [
"peterborough"
],
"train-leaveat": [
"12:45"
],
"train-people": [
"1"
]
}
|
{
"attraction-area": [
"centre"
],
"attraction-name": [
"broughton house gallery"
],
"attraction-type": [
"museum"
],
"hotel-area": null,
"hotel-day": null,
"hotel-internet": null,
"hotel-name": null,
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"restaurant-area": null,
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"restaurant-food": null,
"restaurant-name": null,
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"taxi-arriveby": null,
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"taxi-leaveat": null,
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"train-day": [
"wednesday"
],
"train-departure": [
"cambridge"
],
"train-destination": [
"peterborough"
],
"train-leaveat": [
"12:45"
],
"train-people": [
"1"
]
}
|
{
"attraction-area": [
"centre"
],
"attraction-name": null,
"attraction-type": [
"museum"
],
"hotel-area": null,
"hotel-day": null,
"hotel-internet": null,
"hotel-name": null,
"hotel-parking": null,
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"hotel-pricerange": null,
"hotel-stars": null,
"hotel-stay": null,
"hotel-type": null,
"restaurant-area": null,
"restaurant-day": null,
"restaurant-food": null,
"restaurant-name": null,
"restaurant-people": null,
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"restaurant-time": null,
"taxi-arriveby": null,
"taxi-departure": null,
"taxi-destination": null,
"taxi-leaveat": null,
"train-arriveby": null,
"train-day": [
"wednesday"
],
"train-departure": [
"cambridge"
],
"train-destination": [
"peterborough"
],
"train-leaveat": [
"12:45"
],
"train-people": [
"1"
]
}
|
[
"attraction-area",
"attraction-type",
"train-day",
"train-departure",
"train-destination",
"train-leaveat",
"train-people"
] |
[
"attraction-area",
"attraction-type",
"train-day",
"train-departure",
"train-destination",
"train-leaveat",
"train-people"
] |
[
"attraction-area",
"attraction-name",
"attraction-type",
"train-day",
"train-departure",
"train-destination",
"train-leaveat",
"train-people"
] |
[
"attraction-area",
"attraction-type",
"train-day",
"train-departure",
"train-destination",
"train-leaveat",
"train-people"
] |
SNG01741.json
| 0 |
[
"hospital"
] |
[
"find_hospital"
] |
none
|
I am looking in town for a hospital with a paediatric clinic
| null | null | null | null | null | null | null | null |
SNG01741.json
| 1 |
[
"hospital"
] |
[
"find_hospital"
] |
Addenbrookes Hosptial on Hills Rd. in Cambridge has a paediatric clinic.
|
I need the address and phone number and postal code
| null | null | null | null | null | null | null | null |
End of preview. Expand
in Data Studio
This dataset is based on the "cumulative" configuration (i.e., slots previously filled are kept in the state) of the MultiWoz 2.2 dataset available also at pfb30/multi_woz_v22. Therefore, the system and user utterances, the active intents, and the services are exactly the same. In addition to the data present in version 2.2, this dataset contains the annotations from versions 2.1, 2.3, and 2.4 for each dialogue turn. This dataset is an artefact of the paper Diable: Efficient Dialogue State Tracking as Operations on Tables (Lesci et al., 2023).
Data Format
A brief recap on the structure of the MultiWoz dataset:
Each dialogue turn is composed of a system utterance and a user utterance, in this exact order.
The initial system utterance is filled in with the
nonestring.In the last dialogue turn, it is always the system that greets the user. This last turn is kept, and the user utterance is filled in with the
nonestring. Usually, during evaluation, this dialogue turn is not considered.To save data as an arrow file, you must "pad" the states so they all have the same keys. To do this the
Nonevalue is introduced. Therefore, when you load it back, it is convenient to have a way to remove the padding. To do so, a function like the following can help
def remove_empty_slots(state: dict[str, list[str] | None] | None]) -> dict[str, list[str]] | None]:
if state is None:
return None
return {k: v for k, v in state.items() if v is not None}
- The schema has been updated to make all the versions compatible. Basically, the "book" string has been removed from slots in v2.2. The updated schema is the following
attraction-area
attraction-name
attraction-type
hotel-area
hotel-day
hotel-internet
hotel-name
hotel-parking
hotel-people
hotel-pricerange
hotel-stars
hotel-stay
hotel-type
restaurant-area
restaurant-day
restaurant-food
restaurant-name
restaurant-people
restaurant-pricerange
restaurant-time
taxi-arriveby
taxi-departure
taxi-destination
taxi-leaveat
train-arriveby
train-day
train-departure
train-destination
train-leaveat
train-people
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Size of downloaded dataset files:
9.95 MB
Size of the auto-converted Parquet files:
9.95 MB
Number of rows:
81,959