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conversationId (string)turnNumber (int)sentenceNumber (int)utteranceId (string)utterance (string)slot-labels (string)intent (string)
31971762-f14e-4d55-b909-0370f6e4db19
0
0
<CONV>31971762-f14e-4d55-b909-0370f6e4db19<TURN>0<SENT>0
hi good morning
O O O
openinggreeting
31971762-f14e-4d55-b909-0370f6e4db19
2
0
<CONV>31971762-f14e-4d55-b909-0370f6e4db19<TURN>2<SENT>0
i want to book a ticket in flight
O O O O O O O O
bookflight
31971762-f14e-4d55-b909-0370f6e4db19
4
0
<CONV>31971762-f14e-4d55-b909-0370f6e4db19<TURN>4<SENT>0
viswa
name
contentonly
31971762-f14e-4d55-b909-0370f6e4db19
6
0
<CONV>31971762-f14e-4d55-b909-0370f6e4db19<TURN>6<SENT>0
mumbai to chennai
departure_city O arrival_city
contentonly
31971762-f14e-4d55-b909-0370f6e4db19
8
0
<CONV>31971762-f14e-4d55-b909-0370f6e4db19<TURN>8<SENT>0
92018
start_date
contentonly
31971762-f14e-4d55-b909-0370f6e4db19
10
0
<CONV>31971762-f14e-4d55-b909-0370f6e4db19<TURN>10<SENT>0
ok sure
O O
confirmation
31971762-f14e-4d55-b909-0370f6e4db19
12
0
<CONV>31971762-f14e-4d55-b909-0370f6e4db19<TURN>12<SENT>0
3 persons nivika 45 gmailcom
number_of_passengers O email_address email_address email_address
contentonly
31971762-f14e-4d55-b909-0370f6e4db19
14
0
<CONV>31971762-f14e-4d55-b909-0370f6e4db19<TURN>14<SENT>0
ok thank you
O O O
thankyou
31971762-f14e-4d55-b909-0370f6e4db19
16
0
<CONV>31971762-f14e-4d55-b909-0370f6e4db19<TURN>16<SENT>0
ok thank you
O O O
thankyou
31971762-f14e-4d55-b909-0370f6e4db19
18
0
<CONV>31971762-f14e-4d55-b909-0370f6e4db19<TURN>18<SENT>0
ok
O
bookflight
31971762-f14e-4d55-b909-0370f6e4db19
20
0
<CONV>31971762-f14e-4d55-b909-0370f6e4db19<TURN>20<SENT>0
nothing elser
O O
rejection
c16254a0-f0c3-4c50-b8cd-17936cba59aa
0
0
<CONV>c16254a0-f0c3-4c50-b8cd-17936cba59aa<TURN>0<SENT>0
hello robin
O O
openinggreeting
c16254a0-f0c3-4c50-b8cd-17936cba59aa
2
0
<CONV>c16254a0-f0c3-4c50-b8cd-17936cba59aa<TURN>2<SENT>0
i need boarding pass
O O O O
getboardingpass
c16254a0-f0c3-4c50-b8cd-17936cba59aa
4
0
<CONV>c16254a0-f0c3-4c50-b8cd-17936cba59aa<TURN>4<SENT>0
mohan
name
contentonly
c16254a0-f0c3-4c50-b8cd-17936cba59aa
6
0
<CONV>c16254a0-f0c3-4c50-b8cd-17936cba59aa<TURN>6<SENT>0
confirmation number moh 523
O O booking_confirmation_number booking_confirmation_number
contentonly
c16254a0-f0c3-4c50-b8cd-17936cba59aa
8
0
<CONV>c16254a0-f0c3-4c50-b8cd-17936cba59aa<TURN>8<SENT>0
mohan 283 gmailcom
email_address email_address email_address
contentonly
c16254a0-f0c3-4c50-b8cd-17936cba59aa
10
0
<CONV>c16254a0-f0c3-4c50-b8cd-17936cba59aa<TURN>10<SENT>0
no
O
rejection
8940c040-f4b6-4800-b00f-a48cf8e28fa7
1
0
<CONV>8940c040-f4b6-4800-b00f-a48cf8e28fa7<TURN>1<SENT>0
i need a boarding pass
O O O O O
getboardingpass
8940c040-f4b6-4800-b00f-a48cf8e28fa7
3
0
<CONV>8940c040-f4b6-4800-b00f-a48cf8e28fa7<TURN>3<SENT>0
my name is raja
O O O name
contentonly
8940c040-f4b6-4800-b00f-a48cf8e28fa7
5
0
<CONV>8940c040-f4b6-4800-b00f-a48cf8e28fa7<TURN>5<SENT>0
booking confirmation number hgf 456
O O O booking_confirmation_number booking_confirmation_number
contentonly
8940c040-f4b6-4800-b00f-a48cf8e28fa7
7
0
<CONV>8940c040-f4b6-4800-b00f-a48cf8e28fa7<TURN>7<SENT>0
raja 143 gmailcom
email_address email_address email_address
contentonly
8940c040-f4b6-4800-b00f-a48cf8e28fa7
9
0
<CONV>8940c040-f4b6-4800-b00f-a48cf8e28fa7<TURN>9<SENT>0
ok
O
contentonly
5a26408f-f0ca-46c6-9c10-d54b2bdf1995
0
0
<CONV>5a26408f-f0ca-46c6-9c10-d54b2bdf1995<TURN>0<SENT>0
hai
O
openinggreeting
5a26408f-f0ca-46c6-9c10-d54b2bdf1995
1
0
<CONV>5a26408f-f0ca-46c6-9c10-d54b2bdf1995<TURN>1<SENT>0
my boarding pass to be sent to my email address or phone number
O O O O O O O O O O O O O
getboardingpass
5a26408f-f0ca-46c6-9c10-d54b2bdf1995
4
0
<CONV>5a26408f-f0ca-46c6-9c10-d54b2bdf1995<TURN>4<SENT>0
anthony
name
contentonly
5a26408f-f0ca-46c6-9c10-d54b2bdf1995
6
0
<CONV>5a26408f-f0ca-46c6-9c10-d54b2bdf1995<TURN>6<SENT>0
g 75 f 34
booking_confirmation_number booking_confirmation_number booking_confirmation_number booking_confirmation_number
contentonly
5a26408f-f0ca-46c6-9c10-d54b2bdf1995
8
0
<CONV>5a26408f-f0ca-46c6-9c10-d54b2bdf1995<TURN>8<SENT>0
anthonymailcom
email_address
contentonly
5a26408f-f0ca-46c6-9c10-d54b2bdf1995
10
0
<CONV>5a26408f-f0ca-46c6-9c10-d54b2bdf1995<TURN>10<SENT>0
no thanks
O O
rejection
380d5668-f930-44f3-8b88-543f5db48924
0
0
<CONV>380d5668-f930-44f3-8b88-543f5db48924<TURN>0<SENT>0
hi
O
openinggreeting
380d5668-f930-44f3-8b88-543f5db48924
2
0
<CONV>380d5668-f930-44f3-8b88-543f5db48924<TURN>2<SENT>0
i went to know my sent no
O O O O O O O
outofdomain
380d5668-f930-44f3-8b88-543f5db48924
4
0
<CONV>380d5668-f930-44f3-8b88-543f5db48924<TURN>4<SENT>0
my name ramn booking confirmation kyf 176
O O name O O booking_confirmation_number booking_confirmation_number
contentonly
380d5668-f930-44f3-8b88-543f5db48924
6
0
<CONV>380d5668-f930-44f3-8b88-543f5db48924<TURN>6<SENT>0
ok
O
contentonly
380d5668-f930-44f3-8b88-543f5db48924
8
0
<CONV>380d5668-f930-44f3-8b88-543f5db48924<TURN>8<SENT>0
no thanks
O O
rejection
3144c574-accc-4d97-9d59-5f73456b8daf
1
0
<CONV>3144c574-accc-4d97-9d59-5f73456b8daf<TURN>1<SENT>0
hi
O
openinggreeting
3144c574-accc-4d97-9d59-5f73456b8daf
2
0
<CONV>3144c574-accc-4d97-9d59-5f73456b8daf<TURN>2<SENT>0
i want to book a flight from bangalore to chennai
O O O O O O O O O arrival_city
bookflight
3144c574-accc-4d97-9d59-5f73456b8daf
4
0
<CONV>3144c574-accc-4d97-9d59-5f73456b8daf<TURN>4<SENT>0
karan bling
name name
contentonly
3144c574-accc-4d97-9d59-5f73456b8daf
6
0
<CONV>3144c574-accc-4d97-9d59-5f73456b8daf<TURN>6<SENT>0
around 2025 october i am somewhat flexible with the dates
O start_date start_date O O O O O O O
contentonly
3144c574-accc-4d97-9d59-5f73456b8daf
8
1
<CONV>3144c574-accc-4d97-9d59-5f73456b8daf<TURN>8<SENT>1
i want to book this flight please confirm it
O O O O O O O O O
bookflight
3144c574-accc-4d97-9d59-5f73456b8daf
10
0
<CONV>3144c574-accc-4d97-9d59-5f73456b8daf<TURN>10<SENT>0
sure my email is karnhghgjcom and only 1 passesnger
O O O O email_address O O O O
contentonly
3144c574-accc-4d97-9d59-5f73456b8daf
14
1
<CONV>3144c574-accc-4d97-9d59-5f73456b8daf<TURN>14<SENT>1
thats all thank you
O O O O
thankyou
3144c574-accc-4d97-9d59-5f73456b8daf
15
0
<CONV>3144c574-accc-4d97-9d59-5f73456b8daf<TURN>15<SENT>0
thanks for the free meal
O O O O O
thankyou
3144c574-accc-4d97-9d59-5f73456b8daf
17
0
<CONV>3144c574-accc-4d97-9d59-5f73456b8daf<TURN>17<SENT>0
okay ill go ahead and do that immediately
O O O O O O O O
confirmation
3144c574-accc-4d97-9d59-5f73456b8daf
19
0
<CONV>3144c574-accc-4d97-9d59-5f73456b8daf<TURN>19<SENT>0
thats all thank you have a nice day
O O O O O O O O
thankyou
9094b183-2cc2-4cc1-b340-b2b66a694d12
1
0
<CONV>9094b183-2cc2-4cc1-b340-b2b66a694d12<TURN>1<SENT>0
i want to book a ticket i n flight
O O O O O O O O O
bookflight
9094b183-2cc2-4cc1-b340-b2b66a694d12
3
0
<CONV>9094b183-2cc2-4cc1-b340-b2b66a694d12<TURN>3<SENT>0
vishnu
name
contentonly
9094b183-2cc2-4cc1-b340-b2b66a694d12
7
0
<CONV>9094b183-2cc2-4cc1-b340-b2b66a694d12<TURN>7<SENT>0
92018
start_date
contentonly
9094b183-2cc2-4cc1-b340-b2b66a694d12
9
0
<CONV>9094b183-2cc2-4cc1-b340-b2b66a694d12<TURN>9<SENT>0
2 persons
number_of_passengers number_of_passengers
contentonly
9094b183-2cc2-4cc1-b340-b2b66a694d12
10
0
<CONV>9094b183-2cc2-4cc1-b340-b2b66a694d12<TURN>10<SENT>0
vishnugmailcom
email_address
contentonly
9094b183-2cc2-4cc1-b340-b2b66a694d12
12
0
<CONV>9094b183-2cc2-4cc1-b340-b2b66a694d12<TURN>12<SENT>0
ok i wait for your information
O O O O O O
confirmation
9094b183-2cc2-4cc1-b340-b2b66a694d12
14
0
<CONV>9094b183-2cc2-4cc1-b340-b2b66a694d12<TURN>14<SENT>0
ok thank you
O O O
thankyou
9094b183-2cc2-4cc1-b340-b2b66a694d12
16
0
<CONV>9094b183-2cc2-4cc1-b340-b2b66a694d12<TURN>16<SENT>0
ok
O
bookflight
9094b183-2cc2-4cc1-b340-b2b66a694d12
18
0
<CONV>9094b183-2cc2-4cc1-b340-b2b66a694d12<TURN>18<SENT>0
nothing else
O O
rejection
15540a21-bad9-4c82-a4f9-2a07194e2574
0
0
<CONV>15540a21-bad9-4c82-a4f9-2a07194e2574<TURN>0<SENT>0
hai
O
openinggreeting
15540a21-bad9-4c82-a4f9-2a07194e2574
2
0
<CONV>15540a21-bad9-4c82-a4f9-2a07194e2574<TURN>2<SENT>0
i want to book for plane ticket
O O O O O O O
bookflight
15540a21-bad9-4c82-a4f9-2a07194e2574
4
0
<CONV>15540a21-bad9-4c82-a4f9-2a07194e2574<TURN>4<SENT>0
jesse
name
contentonly
15540a21-bad9-4c82-a4f9-2a07194e2574
6
0
<CONV>15540a21-bad9-4c82-a4f9-2a07194e2574<TURN>6<SENT>0
taxes to california
O O arrival_city
contentonly
15540a21-bad9-4c82-a4f9-2a07194e2574
8
0
<CONV>15540a21-bad9-4c82-a4f9-2a07194e2574<TURN>8<SENT>0
yes
O
confirmation
15540a21-bad9-4c82-a4f9-2a07194e2574
10
0
<CONV>15540a21-bad9-4c82-a4f9-2a07194e2574<TURN>10<SENT>0
ok thanks
O O
thankyou
15540a21-bad9-4c82-a4f9-2a07194e2574
12
0
<CONV>15540a21-bad9-4c82-a4f9-2a07194e2574<TURN>12<SENT>0
ok
O
bookflight
15540a21-bad9-4c82-a4f9-2a07194e2574
14
0
<CONV>15540a21-bad9-4c82-a4f9-2a07194e2574<TURN>14<SENT>0
jesseikagmaicom
email_address
contentonly
15540a21-bad9-4c82-a4f9-2a07194e2574
15
0
<CONV>15540a21-bad9-4c82-a4f9-2a07194e2574<TURN>15<SENT>0
5 passengers travel
number_of_passengers O O
contentonly
15540a21-bad9-4c82-a4f9-2a07194e2574
17
0
<CONV>15540a21-bad9-4c82-a4f9-2a07194e2574<TURN>17<SENT>0
ok
O
bookflight
15540a21-bad9-4c82-a4f9-2a07194e2574
19
0
<CONV>15540a21-bad9-4c82-a4f9-2a07194e2574<TURN>19<SENT>0
ok
O
bookflight
15540a21-bad9-4c82-a4f9-2a07194e2574
21
0
<CONV>15540a21-bad9-4c82-a4f9-2a07194e2574<TURN>21<SENT>0
ok thanks
O O
thankyou
15540a21-bad9-4c82-a4f9-2a07194e2574
23
0
<CONV>15540a21-bad9-4c82-a4f9-2a07194e2574<TURN>23<SENT>0
no thanks
O O
rejection
c5a4b7c6-848b-4875-a59b-1b9e5948892a
0
0
<CONV>c5a4b7c6-848b-4875-a59b-1b9e5948892a<TURN>0<SENT>0
hai
O
openinggreeting
c5a4b7c6-848b-4875-a59b-1b9e5948892a
4
0
<CONV>c5a4b7c6-848b-4875-a59b-1b9e5948892a<TURN>4<SENT>0
my full names is ravi and my booking confirmation number is bbu 120
O O O O name O O O O O O booking_confirmation_number booking_confirmation_number
contentonly
c5a4b7c6-848b-4875-a59b-1b9e5948892a
6
0
<CONV>c5a4b7c6-848b-4875-a59b-1b9e5948892a<TURN>6<SENT>0
okay thanks
O O
confirmation
c5a4b7c6-848b-4875-a59b-1b9e5948892a
8
0
<CONV>c5a4b7c6-848b-4875-a59b-1b9e5948892a<TURN>8<SENT>0
no thanks thank your information
O O O O O
rejection
c5a4b7c6-848b-4875-a59b-1b9e5948892a
10
0
<CONV>c5a4b7c6-848b-4875-a59b-1b9e5948892a<TURN>10<SENT>0
okay thank you
O O O
thankyou
64deb3c2-5533-4197-993d-2393a438ead1
0
0
<CONV>64deb3c2-5533-4197-993d-2393a438ead1<TURN>0<SENT>0
hi
O
openinggreeting
64deb3c2-5533-4197-993d-2393a438ead1
2
0
<CONV>64deb3c2-5533-4197-993d-2393a438ead1<TURN>2<SENT>0
i want to know seat no
O O O O O O
getseatinfo
64deb3c2-5533-4197-993d-2393a438ead1
4
0
<CONV>64deb3c2-5533-4197-993d-2393a438ead1<TURN>4<SENT>0
my name ben
O O name
contentonly
64deb3c2-5533-4197-993d-2393a438ead1
5
0
<CONV>64deb3c2-5533-4197-993d-2393a438ead1<TURN>5<SENT>0
my booking confirmation number is rtd 245
O O O O O booking_confirmation_number booking_confirmation_number
contentonly
64deb3c2-5533-4197-993d-2393a438ead1
7
0
<CONV>64deb3c2-5533-4197-993d-2393a438ead1<TURN>7<SENT>0
ok thanks
O O
thankyou
64deb3c2-5533-4197-993d-2393a438ead1
9
0
<CONV>64deb3c2-5533-4197-993d-2393a438ead1<TURN>9<SENT>0
no thanks
O O
rejection
64deb3c2-5533-4197-993d-2393a438ead1
11
0
<CONV>64deb3c2-5533-4197-993d-2393a438ead1<TURN>11<SENT>0
bye
O
closinggreeting
91203128-851b-45d2-961c-62b80e181422
0
0
<CONV>91203128-851b-45d2-961c-62b80e181422<TURN>0<SENT>0
hi
O
openinggreeting
91203128-851b-45d2-961c-62b80e181422
2
0
<CONV>91203128-851b-45d2-961c-62b80e181422<TURN>2<SENT>0
i need boarding pass
O O O O
getboardingpass
91203128-851b-45d2-961c-62b80e181422
4
0
<CONV>91203128-851b-45d2-961c-62b80e181422<TURN>4<SENT>0
rajapandi
name
contentonly
91203128-851b-45d2-961c-62b80e181422
6
0
<CONV>91203128-851b-45d2-961c-62b80e181422<TURN>6<SENT>0
my confirmation number is yrt 632
O O O O booking_confirmation_number booking_confirmation_number
contentonly
91203128-851b-45d2-961c-62b80e181422
8
0
<CONV>91203128-851b-45d2-961c-62b80e181422<TURN>8<SENT>0
8975623456
phone_number
contentonly
91203128-851b-45d2-961c-62b80e181422
10
0
<CONV>91203128-851b-45d2-961c-62b80e181422<TURN>10<SENT>0
ok thanks
O O
confirmation
91203128-851b-45d2-961c-62b80e181422
12
0
<CONV>91203128-851b-45d2-961c-62b80e181422<TURN>12<SENT>0
no thanks
O O
rejection
45117edb-d257-4fa8-a7ae-d6f570c87868
1
0
<CONV>45117edb-d257-4fa8-a7ae-d6f570c87868<TURN>1<SENT>0
hi
O
openinggreeting
45117edb-d257-4fa8-a7ae-d6f570c87868
2
0
<CONV>45117edb-d257-4fa8-a7ae-d6f570c87868<TURN>2<SENT>0
i want to know about my seat assignment
O O O O O O O O
getseatinfo
45117edb-d257-4fa8-a7ae-d6f570c87868
4
0
<CONV>45117edb-d257-4fa8-a7ae-d6f570c87868<TURN>4<SENT>0
raj sri
name name
contentonly
45117edb-d257-4fa8-a7ae-d6f570c87868
6
0
<CONV>45117edb-d257-4fa8-a7ae-d6f570c87868<TURN>6<SENT>0
fhg 145
booking_confirmation_number booking_confirmation_number
contentonly
45117edb-d257-4fa8-a7ae-d6f570c87868
8
0
<CONV>45117edb-d257-4fa8-a7ae-d6f570c87868<TURN>8<SENT>0
ya sure
O O
confirmation
45117edb-d257-4fa8-a7ae-d6f570c87868
10
0
<CONV>45117edb-d257-4fa8-a7ae-d6f570c87868<TURN>10<SENT>0
nothing else
O O
rejection
45117edb-d257-4fa8-a7ae-d6f570c87868
10
1
<CONV>45117edb-d257-4fa8-a7ae-d6f570c87868<TURN>10<SENT>1
thank you
O O
thankyou
4b73ae04-c3d6-4b78-8520-9e428eabd04d
0
0
<CONV>4b73ae04-c3d6-4b78-8520-9e428eabd04d<TURN>0<SENT>0
hi good morning
O O O
openinggreeting
4b73ae04-c3d6-4b78-8520-9e428eabd04d
2
0
<CONV>4b73ae04-c3d6-4b78-8520-9e428eabd04d<TURN>2<SENT>0
i wants to book a ticket but i change my seat
O O O O O O O O O O O
bookflight
4b73ae04-c3d6-4b78-8520-9e428eabd04d
5
0
<CONV>4b73ae04-c3d6-4b78-8520-9e428eabd04d<TURN>5<SENT>0
nila emailnila 90 mailcom
email_address O email_address email_address
contentonly
4b73ae04-c3d6-4b78-8520-9e428eabd04d
6
0
<CONV>4b73ae04-c3d6-4b78-8520-9e428eabd04d<TURN>6<SENT>0
i need to book a flight
O O O O O O
bookflight
4b73ae04-c3d6-4b78-8520-9e428eabd04d
8
0
<CONV>4b73ae04-c3d6-4b78-8520-9e428eabd04d<TURN>8<SENT>0
delhi to mumbai
departure_city O arrival_city
contentonly
4b73ae04-c3d6-4b78-8520-9e428eabd04d
10
0
<CONV>4b73ae04-c3d6-4b78-8520-9e428eabd04d<TURN>10<SENT>0
2392018
start_date
contentonly
4b73ae04-c3d6-4b78-8520-9e428eabd04d
12
0
<CONV>4b73ae04-c3d6-4b78-8520-9e428eabd04d<TURN>12<SENT>0
ok
O
bookflight
4b73ae04-c3d6-4b78-8520-9e428eabd04d
14
0
<CONV>4b73ae04-c3d6-4b78-8520-9e428eabd04d<TURN>14<SENT>0
2
number_of_passengers
contentonly
4b73ae04-c3d6-4b78-8520-9e428eabd04d
16
0
<CONV>4b73ae04-c3d6-4b78-8520-9e428eabd04d<TURN>16<SENT>0
nila 90 mailcom
email_address email_address email_address
contentonly
End of preview (truncated to 100 rows)

MultiDoGo dialog dataset:

Abstract The need for high-quality, large-scale, goal-oriented dialogue datasets continues to grow as virtual assistants become increasingly wide-spread. However, publicly available datasets useful for this area are limited either in their size, linguistic diversity, domain coverage, or annotation granularity. In this paper, we present strategies toward curating and annotating large scale goal oriented dialogue data. We introduce the MultiDoGO dataset to overcome these limitations. With a total of over 81K dialogues harvested across six domains, MultiDoGO is over 8 times the size of MultiWOZ, the other largest comparable dialogue dataset currently available to the public. Over 54K of these harvested conversations are annotated for intent classes and slot labels. We adopt a Wizard-of-Oz approach wherein a crowd-sourced worker (the “customer”) is paired with a trained annotator (the “agent”). The data curation process was controlled via biases to ensure a diversity in dialogue flows following variable dialogue policies. We provide distinct class label tags for agents vs. customer utterances, along with applicable slot labels. We also compare and contrast our strategies on annotation granularity, i.e. turn vs. sentence level. Furthermore, we compare and contrast annotations curated by leveraging professional annotators vs the crowd. We believe our strategies for eliciting and annotating such a dialogue dataset scales across modalities and domains and potentially languages in the future. To demonstrate the efficacy of our devised strategies we establish neural baselines for classification on the agent and customer utterances as well as slot labeling for each domain.

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