ConvLab/t5-small-nlg-multiwoz21_sgd_tm1_tm2_tm3
Text2Text Generation
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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 3 new columns ({'state', 'intents', 'dialogue_acts'}) and 5 missing columns ({'original_id', 'turns', 'data_split', 'dialogue_id', 'dataset'}).
This happened while the json dataset builder was generating data using
zip://data/ontology.json::/tmp/hf-datasets-cache/medium/datasets/30258037535660-config-parquet-and-info-ConvLab-tm1-f7f3e157/downloads/4ccb0e66b186d49d6b4cfa3bf6fdea4eac3e5782c2dffe0aa50925e206b733d4
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
domains: struct<uber_lyft: struct<description: string, slots: struct<location.from: struct<description: string, is_categorical: bool, possible_values: list<item: null>>, location.to: struct<description: string, is_categorical: bool, possible_values: list<item: null>>, type.ride: struct<description: string, is_categorical: bool, possible_values: list<item: null>>, num.people: struct<description: string, is_categorical: bool, possible_values: list<item: null>>, price.estimate: struct<description: string, is_categorical: bool, possible_values: list<item: null>>, duration.estimate: struct<description: string, is_categorical: bool, possible_values: list<item: null>>, time.pickup: struct<description: string, is_categorical: bool, possible_values: list<item: null>>, time.dropoff: struct<description: string, is_categorical: bool, possible_values: list<item: null>>>>, movie_ticket: struct<description: string, slots: struct<name.movie: struct<description: string, is_categorical: bool, possible_values: list<item: null>>, name.theater: struct<description: string, is_categorical: bool, possible_values: list<item: null>>, num.tickets: struct<description: string, is_categorical: bool, possible_values: list<item: null>>, time.start: struct<description: string, is_categorical: bool, possible_values: list<item: null>>, location.theater: struct<description: string, is_categorical: bool, possible_values: list<item: null>>, price.ticket: struct<description: string, is_categorical: bool, possible_
...
ng, num.drink: string, type.milk: string, preference: string>
child 0, location.store: string
child 1, name.drink: string
child 2, size.drink: string
child 3, num.drink: string
child 4, type.milk: string
child 5, preference: string
child 4, pizza_ordering: struct<name.store: string, name.pizza: string, size.pizza: string, type.topping: string, type.crust: string, preference: string, location.store: string>
child 0, name.store: string
child 1, name.pizza: string
child 2, size.pizza: string
child 3, type.topping: string
child 4, type.crust: string
child 5, preference: string
child 6, location.store: string
child 5, auto_repair: struct<name.store: string, name.customer: string, date.appt: string, time.appt: string, reason.appt: string, name.vehicle: string, year.vehicle: string, location.store: string>
child 0, name.store: string
child 1, name.customer: string
child 2, date.appt: string
child 3, time.appt: string
child 4, reason.appt: string
child 5, name.vehicle: string
child 6, year.vehicle: string
child 7, location.store: string
dialogue_acts: struct<categorical: list<item: null>, non-categorical: list<item: string>, binary: list<item: string>>
child 0, categorical: list<item: null>
child 0, item: null
child 1, non-categorical: list<item: string>
child 0, item: string
child 2, binary: list<item: string>
child 0, item: string
to
{'original_id': Value(dtype='string', id=None), 'turns': [{'dialogue_acts': {'binary': [{'domain': Value(dtype='string', id=None), 'intent': Value(dtype='string', id=None), 'slot': Value(dtype='string', id=None)}], 'categorical': Sequence(feature=Value(dtype='null', id=None), length=-1, id=None), 'non-categorical': [{'domain': Value(dtype='string', id=None), 'end': Value(dtype='int64', id=None), 'intent': Value(dtype='string', id=None), 'slot': Value(dtype='string', id=None), 'start': Value(dtype='int64', id=None), 'value': Value(dtype='string', id=None)}]}, 'speaker': Value(dtype='string', id=None), 'state': {'auto_repair': {'date.appt': Value(dtype='string', id=None), 'location.store': Value(dtype='string', id=None), 'name.customer': Value(dtype='string', id=None), 'name.store': Value(dtype='string', id=None), 'name.vehicle': Value(dtype='string', id=None), 'reason.appt': Value(dtype='string', id=None), 'time.appt': Value(dtype='string', id=None), 'year.vehicle': Value(dtype='string', id=None)}, 'coffee_ordering': {'location.store': Value(dtype='string', id=None), 'name.drink': Value(dtype='string', id=None), 'num.drink': Value(dtype='string', id=None), 'preference': Value(dtype='string', id=None), 'size.drink': Value(dtype='string', id=None), 'type.milk': Value(dtype='string', id=None)}, 'movie_ticket': {'location.theater': Value(dtype='string', id=None), 'name.movie': Value(dtype='string', id=None), 'name.theater': Value(dtype='string', id=None), 'num.tickets': Value(dtyp
...
ring', id=None), 'time.start': Value(dtype='string', id=None), 'type.screening': Value(dtype='string', id=None)}, 'pizza_ordering': {'location.store': Value(dtype='string', id=None), 'name.pizza': Value(dtype='string', id=None), 'name.store': Value(dtype='string', id=None), 'preference': Value(dtype='string', id=None), 'size.pizza': Value(dtype='string', id=None), 'type.crust': Value(dtype='string', id=None), 'type.topping': Value(dtype='string', id=None)}, 'restaurant_reservation': {'location.restaurant': Value(dtype='string', id=None), 'name.reservation': Value(dtype='string', id=None), 'name.restaurant': Value(dtype='string', id=None), 'num.guests': Value(dtype='string', id=None), 'time.reservation': Value(dtype='string', id=None), 'type.seating': Value(dtype='string', id=None)}, 'uber_lyft': {'duration.estimate': Value(dtype='string', id=None), 'location.from': Value(dtype='string', id=None), 'location.to': Value(dtype='string', id=None), 'num.people': Value(dtype='string', id=None), 'price.estimate': Value(dtype='string', id=None), 'time.dropoff': Value(dtype='string', id=None), 'time.pickup': Value(dtype='string', id=None), 'type.ride': Value(dtype='string', id=None)}}, 'utt_idx': Value(dtype='int64', id=None), 'utterance': Value(dtype='string', id=None)}], 'data_split': Value(dtype='string', id=None), 'dialogue_id': Value(dtype='string', id=None), 'domains': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None), 'dataset': Value(dtype='string', id=None)}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1321, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 935, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 3 new columns ({'state', 'intents', 'dialogue_acts'}) and 5 missing columns ({'original_id', 'turns', 'data_split', 'dialogue_id', 'dataset'}).
This happened while the json dataset builder was generating data using
zip://data/ontology.json::/tmp/hf-datasets-cache/medium/datasets/30258037535660-config-parquet-and-info-ConvLab-tm1-f7f3e157/downloads/4ccb0e66b186d49d6b4cfa3bf6fdea4eac3e5782c2dffe0aa50925e206b733d4
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
turns
list | dialogue_id
string | original_id
string | dataset
string | domains
sequence | data_split
string |
|---|---|---|---|---|---|
[
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 49,
"intent": "inform",
"slot": "name.movie",
"start": 47,
"value": "Us"
}
]
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": null,
"movie_ticket": {
"location.theater": "",
"name.movie": "Us",
"name.theater": "",
"num.tickets": "",
"price.ticket": "",
"time.duration": "",
"time.end": "",
"time.start": "",
"type.screening": ""
},
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 0,
"utterance": "Hi. A friend and I would like to see the movie Us tonight. Can you help us get the tickets?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 1,
"utterance": "Oh, I heard that's good. Of course I can help. Where would you like to see the movie?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 24,
"intent": "inform",
"slot": "location.theater",
"start": 7,
"value": "Studio City in LA"
}
]
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": null,
"movie_ticket": {
"location.theater": "Studio City in LA",
"name.movie": "Us",
"name.theater": "",
"num.tickets": "",
"price.ticket": "",
"time.duration": "",
"time.end": "",
"time.start": "",
"type.screening": ""
},
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 2,
"utterance": "I'm in Studio City in LA, so somewhere close to there would be good."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 3,
"utterance": "OK, there are a number of theaters nearby. Did you have a time in mind?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 19,
"intent": "inform",
"slot": "time.start",
"start": 10,
"value": "7 o'clock"
}
]
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": null,
"movie_ticket": {
"location.theater": "Studio City in LA",
"name.movie": "Us",
"name.theater": "",
"num.tickets": "",
"price.ticket": "",
"time.duration": "",
"time.end": "",
"time.start": "7 o'clock",
"type.screening": ""
},
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 4,
"utterance": "How about 7 o'clock this evening?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 51,
"intent": "inform",
"slot": "type.screening",
"start": 43,
"value": "standard"
},
{
"domain": "movie_ticket",
"end": 60,
"intent": "inform",
"slot": "type.screening",
"start": 56,
"value": "IMAX"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 5,
"utterance": "It looks like the movie is showing on both standard and IMAX theaters. Do you have a preference?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 4,
"intent": "inform",
"slot": "type.screening",
"start": 0,
"value": "IMAX"
}
]
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": null,
"movie_ticket": {
"location.theater": "Studio City in LA",
"name.movie": "Us",
"name.theater": "",
"num.tickets": "",
"price.ticket": "",
"time.duration": "",
"time.end": "",
"time.start": "7 o'clock",
"type.screening": "IMAX"
},
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 6,
"utterance": "IMAX would be cool."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 34,
"intent": "inform",
"slot": "num.tickets",
"start": 31,
"value": "two"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 7,
"utterance": "Great. And you said you wanted two tickets, right?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": null,
"movie_ticket": {
"location.theater": "Studio City in LA",
"name.movie": "Us",
"name.theater": "",
"num.tickets": "two",
"price.ticket": "",
"time.duration": "",
"time.end": "",
"time.start": "7 o'clock",
"type.screening": "IMAX"
},
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 8,
"utterance": "Yep."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 14,
"intent": "reject",
"slot": "name.theater",
"start": 4,
"value": "AMC Cinema"
},
{
"domain": "movie_ticket",
"end": 40,
"intent": "inform",
"slot": "location.theater",
"start": 22,
"value": "Universal CityWalk"
},
{
"domain": "movie_ticket",
"end": 54,
"intent": "inform",
"slot": "name.movie",
"start": 52,
"value": "Us"
},
{
"domain": "movie_ticket",
"end": 62,
"intent": "inform",
"slot": "type.screening",
"start": 58,
"value": "IMAX"
},
{
"domain": "movie_ticket",
"end": 100,
"intent": "reject",
"slot": "num.tickets",
"start": 96,
"value": "8 PM"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 9,
"utterance": "The AMC Cinema at the Universal CityWalk is playing Us in IMAX, but the next showing time is at 8 PM. Is that ok?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 50,
"intent": "inform",
"slot": "name.theater",
"start": 42,
"value": "ArcLight"
},
{
"domain": "movie_ticket",
"end": 74,
"intent": "inform",
"slot": "location.theater",
"start": 62,
"value": "Sherman Oaks"
}
]
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": null,
"movie_ticket": {
"location.theater": "Sherman Oaks",
"name.movie": "Us",
"name.theater": "ArcLight",
"num.tickets": "two",
"price.ticket": "",
"time.duration": "",
"time.end": "",
"time.start": "7 o'clock",
"type.screening": "IMAX"
},
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 10,
"utterance": "Hm, I'd rather go earlier. What about the ArcLight theater in Sherman Oaks?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 12,
"intent": "inform",
"slot": "name.theater",
"start": 4,
"value": "ArcLight"
},
{
"domain": "movie_ticket",
"end": 44,
"intent": "inform",
"slot": "time.start",
"start": 37,
"value": "7:15 PM"
},
{
"domain": "movie_ticket",
"end": 68,
"intent": "accept",
"slot": "type.screening",
"start": 60,
"value": "standard"
},
{
"domain": "movie_ticket",
"end": 85,
"intent": "reject",
"slot": "type.screening",
"start": 81,
"value": "IMAX"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 11,
"utterance": "The ArcLight is showing the movie at 7:15 PM, but it's on a standard screen, not IMAX. Is that ok?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 56,
"intent": "inform",
"slot": "num.tickets",
"start": 53,
"value": "two"
}
]
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": null,
"movie_ticket": {
"location.theater": "Sherman Oaks",
"name.movie": "Us",
"name.theater": "ArcLight",
"num.tickets": "two",
"price.ticket": "",
"time.duration": "",
"time.end": "",
"time.start": "7:15 PM",
"type.screening": "standard"
},
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 12,
"utterance": "Yeah, that will be fine, I guess. How much is it for two tickets?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 15,
"intent": "inform",
"slot": "price.ticket",
"start": 12,
"value": "$17"
},
{
"domain": "movie_ticket",
"end": 46,
"intent": "inform",
"slot": "price.ticket",
"start": 43,
"value": "$34"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 13,
"utterance": "Tickets are $17 each, so it would be about $34 plus tax."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": null,
"movie_ticket": {
"location.theater": "Sherman Oaks",
"name.movie": "Us",
"name.theater": "ArcLight",
"num.tickets": "two",
"price.ticket": "$34",
"time.duration": "",
"time.end": "",
"time.start": "7:15 PM",
"type.screening": "standard"
},
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 14,
"utterance": "Hm, that's a little pricey. Any other theaters?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 9,
"intent": "reject",
"slot": "name.theater",
"start": 4,
"value": "AMC 6"
},
{
"domain": "movie_ticket",
"end": 20,
"intent": "inform",
"slot": "location.theater",
"start": 13,
"value": "Burbank"
},
{
"domain": "movie_ticket",
"end": 80,
"intent": "inform",
"slot": "price.ticket",
"start": 77,
"value": "$15"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 15,
"utterance": "The AMC 6 in Burbank is also showing the movie at that time, and tickets are $15 each."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 66,
"intent": "inform",
"slot": "name.theater",
"start": 58,
"value": "ArcLight"
},
{
"domain": "movie_ticket",
"end": 77,
"intent": "inform",
"slot": "time.start",
"start": 70,
"value": "7:15 pm"
}
]
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": null,
"movie_ticket": {
"location.theater": "Burbank",
"name.movie": "Us",
"name.theater": "ArcLight",
"num.tickets": "two",
"price.ticket": "$15",
"time.duration": "",
"time.end": "",
"time.start": "7:15 pm",
"type.screening": "standard"
},
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 16,
"utterance": "I guess the price isn't much different. Let's go with the ArcLight at 7:15 pm."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 19,
"intent": "accept",
"slot": "num.tickets",
"start": 16,
"value": "two"
},
{
"domain": "movie_ticket",
"end": 37,
"intent": "accept",
"slot": "name.movie",
"start": 35,
"value": "Us"
},
{
"domain": "movie_ticket",
"end": 61,
"intent": "accept",
"slot": "name.theater",
"start": 45,
"value": "ArcLight Theater"
},
{
"domain": "movie_ticket",
"end": 77,
"intent": "accept",
"slot": "location.theater",
"start": 65,
"value": "Sherman Oaks"
},
{
"domain": "movie_ticket",
"end": 88,
"intent": "accept",
"slot": "time.start",
"start": 81,
"value": "7:15 pm"
},
{
"domain": "movie_ticket",
"end": 111,
"intent": "accept",
"slot": "price.ticket",
"start": 108,
"value": "$34"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 17,
"utterance": "OK, to confirm: two tickets to see Us at the ArcLight Theater in Sherman Oaks at 7:15 pm. The price will be $34 plus tax."
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "user",
"state": {
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"movie_ticket": {
"location.theater": "Sherman Oaks",
"name.movie": "Us",
"name.theater": "ArcLight Theater",
"num.tickets": "two",
"price.ticket": "$34",
"time.duration": "",
"time.end": "",
"time.start": "7:15 pm",
"type.screening": "standard"
},
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 18,
"utterance": "That all sounds right."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 19,
"utterance": "Great! I'll text the tickets to your phone so you'll be ready to go this evening."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": null,
"movie_ticket": {
"location.theater": "Sherman Oaks",
"name.movie": "Us",
"name.theater": "ArcLight Theater",
"num.tickets": "two",
"price.ticket": "$34",
"time.duration": "",
"time.end": "",
"time.start": "7:15 pm",
"type.screening": "standard"
},
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 20,
"utterance": "Thank you very much."
}
] | tm1-train-0 | dlg-3369f6e3-6c81-4902-8259-138ffd830952 | tm1 | [
"movie_ticket"
] | train |
[
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "user",
"state": {
"auto_repair": null,
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"pizza_ordering": null,
"restaurant_reservation": {
"location.restaurant": "",
"name.reservation": "",
"name.restaurant": "",
"num.guests": "",
"time.reservation": "",
"type.seating": ""
},
"uber_lyft": null
},
"utt_idx": 0,
"utterance": "Hi, I'm looking for a place that sells spicy wet hotdogs, can you think of any?"
},
{
"dialogue_acts": {
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"domain": "restaurant_reservation",
"end": 37,
"intent": "reject",
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"value": "Spicy Wet Hotdogs LLC"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 1,
"utterance": "You might enjoy Spicy Wet Hotdogs LLC."
},
{
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"binary": [],
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},
"speaker": "user",
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"name.restaurant": "",
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},
"uber_lyft": null
},
"utt_idx": 2,
"utterance": "That sounds really good, can you make me a reservation?"
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "system",
"state": null,
"utt_idx": 3,
"utterance": "Certainly, when would you like a reservation?"
},
{
"dialogue_acts": {
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"domain": "restaurant_reservation",
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"intent": "inform",
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"value": "50"
}
]
},
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"location.restaurant": "",
"name.reservation": "",
"name.restaurant": "",
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"time.reservation": "",
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},
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},
"utt_idx": 4,
"utterance": "I have a party of 50 who want a really sloppy dog on Saturday at noon."
},
{
"dialogue_acts": {
"binary": [],
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"domain": "restaurant_reservation",
"end": 16,
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"slot": "time.reservation",
"start": 0,
"value": "Saturday at noon"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 5,
"utterance": "Saturday at noon is no good, I'm sorry."
},
{
"dialogue_acts": {
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},
"speaker": "user",
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"restaurant_reservation": {
"location.restaurant": "",
"name.reservation": "",
"name.restaurant": "",
"num.guests": "50",
"time.reservation": "Saturday at noon",
"type.seating": ""
},
"uber_lyft": null
},
"utt_idx": 6,
"utterance": "Oh okay, is there another restauraunt nearby?"
},
{
"dialogue_acts": {
"binary": [],
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"non-categorical": [
{
"domain": "restaurant_reservation",
"end": 43,
"intent": "inform",
"slot": "name.restaurant",
"start": 22,
"value": "Bob's Blender Burgers"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 7,
"utterance": "Yeah, you might enjoy Bob's Blender Burgers - they blend up hamburgers and sell them as milkshakes!"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
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"location.restaurant": "",
"name.reservation": "",
"name.restaurant": "Bob's Blender Burgers",
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"time.reservation": "Saturday at noon",
"type.seating": ""
},
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},
"utt_idx": 8,
"utterance": "Wow that sounds delicious! "
},
{
"dialogue_acts": {
"binary": [],
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"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 9,
"utterance": "I know, right?"
},
{
"dialogue_acts": {
"binary": [],
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"non-categorical": [
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"domain": "restaurant_reservation",
"end": 30,
"intent": "accept",
"slot": "num.guests",
"start": 28,
"value": "50"
},
{
"domain": "restaurant_reservation",
"end": 52,
"intent": "accept",
"slot": "name.restaurant",
"start": 38,
"value": "blended burger"
}
]
},
"speaker": "user",
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"restaurant_reservation": {
"location.restaurant": "",
"name.reservation": "",
"name.restaurant": "blended burger",
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"time.reservation": "Saturday at noon",
"type.seating": ""
},
"uber_lyft": null
},
"utt_idx": 10,
"utterance": "I'll make a reservation for 50 at the blended burger joint on Saturday."
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "system",
"state": null,
"utt_idx": 11,
"utterance": "Great, your reservation is made."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": null,
"movie_ticket": null,
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"restaurant_reservation": {
"location.restaurant": "",
"name.reservation": "",
"name.restaurant": "blended burger",
"num.guests": "50",
"time.reservation": "Saturday at noon",
"type.seating": ""
},
"uber_lyft": null
},
"utt_idx": 12,
"utterance": "Thank you so much!"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 13,
"utterance": "No problem, anything else I can do for you?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "restaurant_reservation",
"end": 69,
"intent": "inform",
"slot": "type.seating",
"start": 39,
"value": "our table is by the play-place"
}
]
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": null,
"movie_ticket": null,
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"restaurant_reservation": {
"location.restaurant": "",
"name.reservation": "",
"name.restaurant": "blended burger",
"num.guests": "50",
"time.reservation": "Saturday at noon",
"type.seating": "our table is by the play-place"
},
"uber_lyft": null
},
"utt_idx": 14,
"utterance": "Yeah - can you actually make sure that our table is by the play-place?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
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},
"speaker": "system",
"state": null,
"utt_idx": 15,
"utterance": "Yeah, will there be children joining you?"
},
{
"dialogue_acts": {
"binary": [],
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"non-categorical": [
{
"domain": "restaurant_reservation",
"end": 19,
"intent": "inform",
"slot": "num.guests",
"start": 5,
"value": "Fourty of them"
}
]
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": null,
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"restaurant_reservation": {
"location.restaurant": "",
"name.reservation": "",
"name.restaurant": "blended burger",
"num.guests": "Fourty of them",
"time.reservation": "Saturday at noon",
"type.seating": "our table is by the play-place"
},
"uber_lyft": null
},
"utt_idx": 16,
"utterance": "Yes! Fourty of them."
},
{
"dialogue_acts": {
"binary": [],
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"non-categorical": [
{
"domain": "restaurant_reservation",
"end": 52,
"intent": "accept",
"slot": "type.seating",
"start": 27,
"value": "table with the play-place"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 17,
"utterance": "Alright, we've got you the table with the play-place."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
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"pizza_ordering": null,
"restaurant_reservation": {
"location.restaurant": "",
"name.reservation": "",
"name.restaurant": "blended burger",
"num.guests": "Fourty of them",
"time.reservation": "Saturday at noon",
"type.seating": "table with the play-place"
},
"uber_lyft": null
},
"utt_idx": 18,
"utterance": "Thank you so much, have a good one!"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 19,
"utterance": "You too!"
}
] | tm1-train-1 | dlg-336c8165-068e-4b4b-803d-18ef0676f668 | tm1 | [
"restaurant_reservation"
] | train |
[
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "",
"location.store": "",
"name.customer": "",
"name.store": "",
"name.vehicle": "",
"reason.appt": "",
"time.appt": "",
"year.vehicle": ""
},
"coffee_ordering": null,
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 0,
"utterance": "Hello Pam, I need you to make an appointment for me to get some repairs done on my vehicle."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 1,
"utterance": "Okay. Where would you like me to schedule the appointment?"
},
{
"dialogue_acts": {
"binary": [],
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"domain": "auto_repair",
"end": 48,
"intent": "accept",
"slot": "name.store",
"start": 22,
"value": "Intelligent Auto Solutions"
}
]
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "",
"location.store": "",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "",
"reason.appt": "",
"time.appt": "",
"year.vehicle": ""
},
"coffee_ordering": null,
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 2,
"utterance": "There's a shop called Intelligent Auto Solutions"
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "system",
"state": null,
"utt_idx": 3,
"utterance": "Where's that located?"
},
{
"dialogue_acts": {
"binary": [],
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"non-categorical": [
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"domain": "auto_repair",
"end": 38,
"intent": "accept",
"slot": "location.store",
"start": 15,
"value": "O'Fallon, IL. on Hwy 50"
}
]
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "",
"location.store": "O'Fallon, IL. on Hwy 50",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "",
"reason.appt": "",
"time.appt": "",
"year.vehicle": ""
},
"coffee_ordering": null,
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"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 4,
"utterance": "It' located in O'Fallon, IL. on Hwy 50."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 5,
"utterance": "Okay, so give me some information about what's going on with your vehicle?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "auto_repair",
"end": 18,
"intent": "inform",
"slot": "year.vehicle",
"start": 14,
"value": "2015"
},
{
"domain": "auto_repair",
"end": 33,
"intent": "inform",
"slot": "name.vehicle",
"start": 19,
"value": "Toyota Corolla"
}
]
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "",
"location.store": "O'Fallon, IL. on Hwy 50",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "Toyota Corolla",
"reason.appt": "",
"time.appt": "",
"year.vehicle": "2015"
},
"coffee_ordering": null,
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 6,
"utterance": "Well, it's my 2015 Toyota Corolla that's giving me problems."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 7,
"utterance": "What type of problems?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "auto_repair",
"end": 58,
"intent": "inform",
"slot": "reason.appt",
"start": 21,
"value": "tune up and have them check my brakes"
},
{
"domain": "auto_repair",
"end": 120,
"intent": "inform",
"slot": "reason.appt",
"start": 82,
"value": "grinding noise when I press the brakes"
}
]
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "",
"location.store": "O'Fallon, IL. on Hwy 50",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "Toyota Corolla",
"reason.appt": "grinding noise when I press the brakes",
"time.appt": "",
"year.vehicle": "2015"
},
"coffee_ordering": null,
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"pizza_ordering": null,
"restaurant_reservation": null,
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},
"utt_idx": 8,
"utterance": "Well, I would like a tune up and have them check my brakes. I believe I hear some grinding noise when I press the brakes."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 9,
"utterance": "Okay, I will call them and let them know."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "",
"location.store": "O'Fallon, IL. on Hwy 50",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "Toyota Corolla",
"reason.appt": "grinding noise when I press the brakes",
"time.appt": "",
"year.vehicle": "2015"
},
"coffee_ordering": null,
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 10,
"utterance": "Thanks."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 11,
"utterance": "Could you tell me when would you like to take it in."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "",
"location.store": "O'Fallon, IL. on Hwy 50",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "Toyota Corolla",
"reason.appt": "grinding noise when I press the brakes",
"time.appt": "",
"year.vehicle": "2015"
},
"coffee_ordering": null,
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 12,
"utterance": "I really would like the fist available appointment. "
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 13,
"utterance": "Okay, I will call and let you know the outcome"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "",
"location.store": "O'Fallon, IL. on Hwy 50",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "Toyota Corolla",
"reason.appt": "grinding noise when I press the brakes",
"time.appt": "",
"year.vehicle": "2015"
},
"coffee_ordering": null,
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 14,
"utterance": "Thank you."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 15,
"utterance": "Okay, I think that will be asking me your personal infomation."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "auto_repair",
"end": 27,
"intent": "inform",
"slot": "name.store",
"start": 17,
"value": "Jim Wright"
}
]
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "",
"location.store": "O'Fallon, IL. on Hwy 50",
"name.customer": "",
"name.store": "Jim Wright",
"name.vehicle": "Toyota Corolla",
"reason.appt": "grinding noise when I press the brakes",
"time.appt": "",
"year.vehicle": "2015"
},
"coffee_ordering": null,
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 16,
"utterance": "Okay, my name is Jim Wright, address is 222 W. Main Belleville"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 17,
"utterance": "Okay, what about your telephone number."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "",
"location.store": "O'Fallon, IL. on Hwy 50",
"name.customer": "",
"name.store": "Jim Wright",
"name.vehicle": "Toyota Corolla",
"reason.appt": "grinding noise when I press the brakes",
"time.appt": "",
"year.vehicle": "2015"
},
"coffee_ordering": null,
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 18,
"utterance": "Give them my cell phone number, which is 222-333-4576"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 19,
"utterance": "Okay, I think I have all of the information needed."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "",
"location.store": "O'Fallon, IL. on Hwy 50",
"name.customer": "",
"name.store": "Jim Wright",
"name.vehicle": "Toyota Corolla",
"reason.appt": "grinding noise when I press the brakes",
"time.appt": "",
"year.vehicle": "2015"
},
"coffee_ordering": null,
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 20,
"utterance": "Thanks Pam."
},
{
"dialogue_acts": {
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{
"domain": "auto_repair",
"intent": "accept",
"slot": ""
}
],
"categorical": [],
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"domain": "auto_repair",
"end": 74,
"intent": "accept",
"slot": "year.vehicle",
"start": 70,
"value": "2015"
},
{
"domain": "auto_repair",
"end": 89,
"intent": "accept",
"slot": "name.vehicle",
"start": 75,
"value": "Toyota Corolla"
},
{
"domain": "auto_repair",
"end": 141,
"intent": "accept",
"slot": "reason.appt",
"start": 103,
"value": "brakes checked and to obtain a tune up"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 21,
"utterance": "You're welcome. I am calling them now to make an appointment for your 2015 Toyota Corolla to have your brakes checked and to obtain a tune up."
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "user",
"state": {
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"date.appt": "",
"location.store": "O'Fallon, IL. on Hwy 50",
"name.customer": "",
"name.store": "Jim Wright",
"name.vehicle": "Toyota Corolla",
"reason.appt": "brakes checked and to obtain a tune up",
"time.appt": "",
"year.vehicle": "2015"
},
"coffee_ordering": null,
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"restaurant_reservation": null,
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},
"utt_idx": 22,
"utterance": "Yes and make sure they know that it's urgent."
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "system",
"state": null,
"utt_idx": 23,
"utterance": "Will do. Have a great day."
}
] | tm1-train-2 | dlg-3370fcc4-8914-434d-994d-9e741c0707b2 | tm1 | [
"auto_repair"
] | train |
[
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
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"name.drink": "",
"num.drink": "",
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"size.drink": "",
"type.milk": ""
},
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},
"utt_idx": 0,
"utterance": "Hi there, I'd like you to order me a coffee from starbucks please."
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "system",
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"utt_idx": 1,
"utterance": "Ok which store would you like me to order from?"
},
{
"dialogue_acts": {
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"domain": "coffee_ordering",
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"value": "Ashland ave."
}
]
},
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"coffee_ordering": {
"location.store": "Ashland ave.",
"name.drink": "",
"num.drink": "",
"preference": "",
"size.drink": "",
"type.milk": ""
},
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},
"utt_idx": 2,
"utterance": "The one on Ashland ave.."
},
{
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},
"speaker": "system",
"state": null,
"utt_idx": 3,
"utterance": "Ok and what kind of coffee drink do you want?"
},
{
"dialogue_acts": {
"binary": [],
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{
"domain": "coffee_ordering",
"end": 25,
"intent": "accept",
"slot": "name.drink",
"start": 14,
"value": "Caffè Latte"
}
]
},
"speaker": "user",
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"coffee_ordering": {
"location.store": "Ashland ave.",
"name.drink": "Caffè Latte",
"num.drink": "",
"preference": "",
"size.drink": "",
"type.milk": ""
},
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},
"utt_idx": 4,
"utterance": "I'll take the Caffè Latte please."
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "system",
"state": null,
"utt_idx": 5,
"utterance": "Ok and what size?"
},
{
"dialogue_acts": {
"binary": [],
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"non-categorical": [
{
"domain": "coffee_ordering",
"end": 15,
"intent": "inform",
"slot": "size.drink",
"start": 4,
"value": "largest one"
},
{
"domain": "coffee_ordering",
"end": 22,
"intent": "accept",
"slot": "size.drink",
"start": 17,
"value": "venti"
}
]
},
"speaker": "user",
"state": {
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"coffee_ordering": {
"location.store": "Ashland ave.",
"name.drink": "Caffè Latte",
"num.drink": "",
"preference": "",
"size.drink": "venti",
"type.milk": ""
},
"movie_ticket": null,
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},
"utt_idx": 6,
"utterance": "The largest one, venti think its called."
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "system",
"state": null,
"utt_idx": 7,
"utterance": "Great what milk do you want with it?"
},
{
"dialogue_acts": {
"binary": [],
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"non-categorical": [
{
"domain": "coffee_ordering",
"end": 24,
"intent": "inform",
"slot": "type.milk",
"start": 13,
"value": "whole milk."
}
]
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
"location.store": "Ashland ave.",
"name.drink": "Caffè Latte",
"num.drink": "",
"preference": "",
"size.drink": "venti",
"type.milk": "whole milk."
},
"movie_ticket": null,
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},
"utt_idx": 8,
"utterance": "I would like whole milk."
},
{
"dialogue_acts": {
"binary": [],
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"non-categorical": [
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"domain": "coffee_ordering",
"end": 36,
"intent": "reject",
"slot": "type.milk",
"start": 26,
"value": "whole milk"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 9,
"utterance": "Ok well it looks like the whole milk actually is not available."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
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"coffee_ordering": {
"location.store": "Ashland ave.",
"name.drink": "Caffè Latte",
"num.drink": "",
"preference": "",
"size.drink": "venti",
"type.milk": "whole milk."
},
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 10,
"utterance": "Well that sucks what is?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "coffee_ordering",
"end": 6,
"intent": "inform",
"slot": "type.milk",
"start": 0,
"value": "Almond"
},
{
"domain": "coffee_ordering",
"end": 15,
"intent": "inform",
"slot": "type.milk",
"start": 8,
"value": "cocunut"
},
{
"domain": "coffee_ordering",
"end": 20,
"intent": "inform",
"slot": "type.milk",
"start": 17,
"value": "soy"
},
{
"domain": "coffee_ordering",
"end": 39,
"intent": "inform",
"slot": "preference",
"start": 25,
"value": "2 percent milk"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 11,
"utterance": "Almond, cocunut, soy and 2 percent milk"
},
{
"dialogue_acts": {
"binary": [],
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"non-categorical": [
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"domain": "coffee_ordering",
"end": 33,
"intent": "accept",
"slot": "type.milk",
"start": 22,
"value": "almond milk"
}
]
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
"location.store": "Ashland ave.",
"name.drink": "Caffè Latte",
"num.drink": "",
"preference": "2 percent milk",
"size.drink": "venti",
"type.milk": "almond milk"
},
"movie_ticket": null,
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"restaurant_reservation": null,
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},
"utt_idx": 12,
"utterance": "I guess I'll take the almond milk then."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 13,
"utterance": "Great well I'll order it right now if that's all."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
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"coffee_ordering": {
"location.store": "Ashland ave.",
"name.drink": "Caffè Latte",
"num.drink": "",
"preference": "2 percent milk",
"size.drink": "venti",
"type.milk": "almond milk"
},
"movie_ticket": null,
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},
"utt_idx": 14,
"utterance": "Yep thats it thanks."
},
{
"dialogue_acts": {
"binary": [
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"domain": "coffee_ordering",
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"slot": ""
}
],
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},
"speaker": "system",
"state": null,
"utt_idx": 15,
"utterance": "Ok its ordered, and will be ready at the starbucks shortly."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
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"preference": "2 percent milk",
"size.drink": "venti",
"type.milk": "almond milk"
},
"movie_ticket": null,
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},
"utt_idx": 16,
"utterance": "Yeah just got it thanks again."
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "system",
"state": null,
"utt_idx": 17,
"utterance": "Oh and the receipt will be sent to you're phone via text message."
},
{
"dialogue_acts": {
"binary": [],
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},
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"preference": "2 percent milk",
"size.drink": "venti",
"type.milk": "almond milk"
},
"movie_ticket": null,
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"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 18,
"utterance": "Ah ok well thanks, bye."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 19,
"utterance": "No problem , bye."
}
] | tm1-train-3 | dlg-33769877-7168-4b1d-b056-9f2df7b7ede3 | tm1 | [
"coffee_ordering"
] | train |
[
{
"dialogue_acts": {
"binary": [],
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"domain": "pizza_ordering",
"end": 36,
"intent": "inform",
"slot": "name.store",
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"value": "Domino's"
}
]
},
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"name.store": "Domino's",
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"size.pizza": "",
"type.crust": "",
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},
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},
"utt_idx": 0,
"utterance": "Hey, can I get a pizza from Domino's?"
},
{
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},
"speaker": "system",
"state": null,
"utt_idx": 1,
"utterance": "Sure, what kind would you like?"
},
{
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},
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"state": {
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"name.pizza": "",
"name.store": "Domino's",
"preference": "",
"size.pizza": "",
"type.crust": "",
"type.topping": ""
},
"restaurant_reservation": null,
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},
"utt_idx": 2,
"utterance": "What are the specials they have right now?"
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "system",
"state": null,
"utt_idx": 3,
"utterance": "There are family and party combos currently on offer"
},
{
"dialogue_acts": {
"binary": [],
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"domain": "pizza_ordering",
"end": 23,
"intent": "inform",
"slot": "size.pizza",
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"value": "large"
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]
},
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"pizza_ordering": {
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"name.pizza": "",
"name.store": "Domino's",
"preference": "",
"size.pizza": "large",
"type.crust": "",
"type.topping": ""
},
"restaurant_reservation": null,
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},
"utt_idx": 4,
"utterance": "No, I just want a large pizza"
},
{
"dialogue_acts": {
"binary": [],
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"domain": "pizza_ordering",
"end": 19,
"intent": "inform",
"slot": "size.pizza",
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"value": "large"
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{
"domain": "pizza_ordering",
"end": 35,
"intent": "inform",
"slot": "name.pizza",
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"value": "specialty pizza"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 5,
"utterance": "They have any large specialty pizza for 10.99"
},
{
"dialogue_acts": {
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},
"speaker": "user",
"state": {
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"location.store": "",
"name.pizza": "specialty pizza",
"name.store": "Domino's",
"preference": "",
"size.pizza": "large",
"type.crust": "",
"type.topping": ""
},
"restaurant_reservation": null,
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},
"utt_idx": 6,
"utterance": "What are their specialty pizzas?"
},
{
"dialogue_acts": {
"binary": [],
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"non-categorical": [
{
"domain": "pizza_ordering",
"end": 31,
"intent": "inform",
"slot": "name.pizza",
"start": 19,
"value": "Extravagazza"
},
{
"domain": "pizza_ordering",
"end": 40,
"intent": "inform",
"slot": "name.pizza",
"start": 33,
"value": "Meatzza"
},
{
"domain": "pizza_ordering",
"end": 60,
"intent": "inform",
"slot": "name.pizza",
"start": 42,
"value": "Philly Cheesesteak"
},
{
"domain": "pizza_ordering",
"end": 70,
"intent": "inform",
"slot": "name.pizza",
"start": 62,
"value": "Hawaiian"
},
{
"domain": "pizza_ordering",
"end": 93,
"intent": "inform",
"slot": "name.pizza",
"start": 72,
"value": "Buffalo Chicken Ranch"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 7,
"utterance": "Well, there is the Extravagazza, Meatzza, Philly Cheesesteak, Hawaiian, Buffalo Chicken Ranch, and more. Would you like to hear more?"
},
{
"dialogue_acts": {
"binary": [],
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"domain": "pizza_ordering",
"end": 33,
"intent": "inform",
"slot": "name.pizza",
"start": 15,
"value": "Philly Cheesesteak"
}
]
},
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"name.store": "Domino's",
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"size.pizza": "large",
"type.crust": "",
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},
"restaurant_reservation": null,
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},
"utt_idx": 8,
"utterance": "What is on the Philly Cheesesteak?"
},
{
"dialogue_acts": {
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"domain": "pizza_ordering",
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"intent": "inform",
"slot": "name.store",
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"value": "Domino's"
},
{
"domain": "pizza_ordering",
"end": 44,
"intent": "accept",
"slot": "type.topping",
"start": 25,
"value": "thinly sliced beef,"
},
{
"domain": "pizza_ordering",
"end": 63,
"intent": "accept",
"slot": "preference",
"start": 45,
"value": "melted cheese whiz"
},
{
"domain": "pizza_ordering",
"end": 71,
"intent": "accept",
"slot": "type.topping",
"start": 65,
"value": "onions"
},
{
"domain": "pizza_ordering",
"end": 85,
"intent": "accept",
"slot": "type.topping",
"start": 73,
"value": "green pepper"
},
{
"domain": "pizza_ordering",
"end": 101,
"intent": "accept",
"slot": "type.topping",
"start": 91,
"value": "mozzarella"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 9,
"utterance": "Domino's describes it as thinly sliced beef, melted cheese whiz, onions, green pepper, and mozzarella."
},
{
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},
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"state": {
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"pizza_ordering": {
"location.store": "",
"name.pizza": "Philly Cheesesteak",
"name.store": "Domino's",
"preference": "melted cheese whiz",
"size.pizza": "large",
"type.crust": "",
"type.topping": "mozzarella"
},
"restaurant_reservation": null,
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},
"utt_idx": 10,
"utterance": "That sounds great, I will get that."
},
{
"dialogue_acts": {
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},
"speaker": "system",
"state": null,
"utt_idx": 11,
"utterance": "Would you like me to place the order now or later?"
},
{
"dialogue_acts": {
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},
"speaker": "user",
"state": {
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"pizza_ordering": {
"location.store": "",
"name.pizza": "Philly Cheesesteak",
"name.store": "Domino's",
"preference": "melted cheese whiz",
"size.pizza": "large",
"type.crust": "",
"type.topping": "mozzarella"
},
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 12,
"utterance": "A little later, at 7oclock tonight?"
},
{
"dialogue_acts": {
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},
"speaker": "system",
"state": null,
"utt_idx": 13,
"utterance": "Okay, will this be for pick up or delivery?"
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "user",
"state": {
"auto_repair": null,
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"pizza_ordering": {
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"name.pizza": "Philly Cheesesteak",
"name.store": "Domino's",
"preference": "melted cheese whiz",
"size.pizza": "large",
"type.crust": "",
"type.topping": "mozzarella"
},
"restaurant_reservation": null,
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},
"utt_idx": 14,
"utterance": "I'll pick it up."
},
{
"dialogue_acts": {
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"domain": "pizza_ordering",
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"intent": "accept",
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"value": "domino's"
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]
},
"speaker": "system",
"state": null,
"utt_idx": 15,
"utterance": "Are you okay with using the credit card linked to you domino's rewards?"
},
{
"dialogue_acts": {
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},
"speaker": "user",
"state": {
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"utterance": "Yes that will be fine?"
},
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"utterance": "Anything you want beyond the pizza?"
},
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"utterance": "Nope, just that"
},
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"utterance": "Great, I will order a Philly Cheesteak pizza large at 7ocklock tonight for pickup"
},
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"utterance": "Thanks"
}
] | tm1-train-4 | dlg-33796d43-da7a-41df-98e1-6d47c5f8f20e | tm1 | [
"pizza_ordering"
] | train |
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},
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},
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"utterance": "Im sorry but we are currently out of onions, would you like to choose another topping, such as black olives or mushrooms?"
},
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"utterance": "Mushrooms please"
},
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"intent": "inform",
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},
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"domain": "pizza_ordering",
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"value": "deep dish"
}
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"utterance": "one large pizza with sausage and mushrooms, would you like that with hand tossed crust or deep dish?"
},
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},
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},
"utt_idx": 6,
"utterance": "Deep dish"
},
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"domain": "pizza_ordering",
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"start": 30,
"value": "extra cheese"
}
]
},
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"utterance": "ok, and would you like to add extra cheese?"
},
{
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},
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},
"utt_idx": 8,
"utterance": "yes please"
},
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"utterance": "would you like to add a side of hot wings to compliment the order?"
},
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"utt_idx": 10,
"utterance": "No thank you"
},
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"utterance": "will that complete your order?"
},
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"utterance": "Yes"
},
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"utterance": "so one large deep dish pizza with extra cheese, sausage and mushrooms, is that correct?"
},
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"utterance": "Yes"
},
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"state": null,
"utt_idx": 15,
"utterance": "Is your account information accurate?"
},
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"utt_idx": 16,
"utterance": "Yes"
},
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"state": null,
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"utterance": "Thank you, your pizza order is complete and the pizzas will be ready for pickup in about 25 minutes."
},
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},
"utt_idx": 18,
"utterance": "Perfect, can I get a receipt?"
},
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},
"speaker": "system",
"state": null,
"utt_idx": 19,
"utterance": "your receipt will be sent to your mobile device via text message."
},
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},
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"name.store": "",
"preference": "extra cheese",
"size.pizza": "large",
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"type.topping": "mushrooms"
},
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},
"utt_idx": 20,
"utterance": "Thank you, goodbye"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 21,
"utterance": "your welcome, have a wonderful night"
}
] | tm1-train-5 | dlg-3388f38a-7ebd-4d73-9700-a34cea212f5a | tm1 | [
"pizza_ordering"
] | train |
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{
"dialogue_acts": {
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},
"utt_idx": 0,
"utterance": "Google, I want to eat out tonight."
},
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},
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"state": null,
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"utterance": "Okay, what are you in the mood for?"
},
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},
"utt_idx": 2,
"utterance": "Ethiopian food."
},
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"state": null,
"utt_idx": 3,
"utterance": "Okay, how much would you prefer to spend per person?"
},
{
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},
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},
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},
"utt_idx": 4,
"utterance": "Um, maybe fifteen dollars?"
},
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"state": null,
"utt_idx": 5,
"utterance": "There are 2 highly rated Ethiopian restaurants within ten miles in that price range. Would you like to hear them?"
},
{
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},
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"utt_idx": 6,
"utterance": "Sure."
},
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"value": "59th St. in Williamstown"
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"utterance": "Jackie's Bistro on 59th St. in Williamstown is open until 10pm and has an average rating of three and a half stars on Yelp . Would you like to book a table?"
},
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},
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},
"utt_idx": 8,
"utterance": "No."
},
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"state": null,
"utt_idx": 9,
"utterance": "Would you like to hear another?"
},
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},
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"utt_idx": 10,
"utterance": "Yes."
},
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]
},
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"utterance": "Tom's Cuisine on Main St in Williamstown is open until 9pm and has an average rating of 3.2 stars on Yelp. Would you like to book a table?"
},
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},
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},
"utt_idx": 12,
"utterance": "No."
},
{
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"state": null,
"utt_idx": 13,
"utterance": "Would you like to continue searching?"
},
{
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"name.reservation": "",
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},
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},
"utt_idx": 14,
"utterance": "Yes."
},
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"value": "within 25 miles"
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"utterance": "Okay. I've booked a 7:30 pm reservation for a party of ten at Jake's Place tonight. Would you like to book another table?"
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}
] | tm1-train-6 | dlg-338edd6c-5fbe-4498-bce1-b7360bac2160 | tm1 | [
"restaurant_reservation"
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"utterance": "Got it. Let me input that data for you."
},
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"utterance": "It is showing $8-10."
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"utterance": "Yah. Looks like things are slow tonight. Do you want me to book it. "
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"utterance": "Alright it is booked. It will show up on your phone. Ride is on its way. You can status it on your phone."
},
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},
"utt_idx": 20,
"utterance": "Do i need to tip them."
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"utterance": "Well that is up to you but it is already paid for."
},
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},
"utt_idx": 22,
"utterance": "Thanks."
},
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"state": null,
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"utterance": "Your welcome."
}
] | tm1-train-7 | dlg-3392e3ff-40b6-4004-a2ec-63ec0d557dfc | tm1 | [
"uber_lyft"
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"utterance": "Maybe Thai or Indonesian food. "
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"utterance": "Okay, any place in mind?"
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"utterance": "I'm thinking about going to Thai Market or Awang Kitchen in New York City."
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"utterance": "Which one do you prefer?"
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"utterance": "Well, I was wondering, which place has better reviews and more space. I also want the restaurant that's closest to my office which is on 40th Street and 5th Avenue in New York."
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"utterance": "Okay, Thai Market is closer to your office. It is also larger than Awang Kitchen and it has a 4.6 rating on Google."
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"utterance": "Does it have spicy food?"
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"utterance": "Yes, it has many spicy options on the menu, such as the Drunken Noodles. "
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"utterance": "Okay, great, I think I will go to Thai Market. Can you make a reservation?"
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"utterance": "For what time and date?"
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"domain": "restaurant_reservation",
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"utt_idx": 12,
"utterance": "For 7 pm on March 1, 2019, for 2 people."
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"utterance": "Okay, I just checked for you, unfortunately they are booked for this time."
},
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"domain": "restaurant_reservation",
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"utt_idx": 14,
"utterance": "Okay, then for 8 pm on March 1, 2019 for 2 people."
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"utterance": "Okay, there is an opening. I made a reservation for a table for 2 on that date. Since the weather is chilly, I assume you want to eat indoors."
},
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"utt_idx": 16,
"utterance": "Yes, that is correct, thank you."
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"utterance": "Okay, the reservation is confirmed. "
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"utt_idx": 18,
"utterance": "Okay, great, thanks so much, have a nice day."
},
{
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"utt_idx": 19,
"utterance": "You too, have a nice day. "
}
] | tm1-train-8 | dlg-3393df32-6c63-4569-b0f6-3e2f8e19852e | tm1 | [
"restaurant_reservation"
] | train |
[
{
"dialogue_acts": {
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"domain": "movie_ticket",
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"intent": "inform",
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"value": "Alita: Battle Angel"
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"utterance": "I'd like to get tickets for Alita: Battle Angel"
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"utterance": "What is your location?"
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"utterance": "I'm in Portland, Oregon"
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"utterance": "How many tickets would you like to buy?"
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"utt_idx": 4,
"utterance": "Two tickets should work"
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"utterance": "What time would you like to see the movie?"
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"utterance": "I'd like to see it around 6:30 pm"
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"utterance": "Let me check that for you"
},
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"time.start": "6:30 pm",
"type.screening": ""
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"utt_idx": 8,
"utterance": "Ok"
},
{
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"domain": "movie_ticket",
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},
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"domain": "movie_ticket",
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"intent": "accept",
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"value": "8:00 pm"
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"utterance": "It seems like there aren't any showtimes then, but there's one at 8:00 pm at Regal Lloyd Center 10 & Imax"
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"utterance": "Is 3D available at that theater?"
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"utterance": "No, it isn't, but there's a 3D showing of Alita: Battle Angel at Regal Cinemas Fox Tower 10"
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"utterance": "Let's see it there"
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"utterance": "So you would like to order tickets?"
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"utterance": "Yes"
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"utterance": "Ok, placing your order"
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"utterance": "Thanks"
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"utterance": "Your ticket order has been placed and your receipt has been sent to your mobile device"
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"utterance": "Thanks"
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"utterance": "Have a good day!"
}
] | tm1-train-9 | dlg-339dfcb2-714f-4b53-95ff-8aa1bf43d12a | tm1 | [
"movie_ticket"
] | train |
[
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "",
"location.store": "",
"name.customer": "",
"name.store": "",
"name.vehicle": "",
"reason.appt": "",
"time.appt": "",
"year.vehicle": ""
},
"coffee_ordering": null,
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 0,
"utterance": "Please schedule an appointment with the repair shop for my car."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 1,
"utterance": "Ok, which shop do you want to use?"
},
{
"dialogue_acts": {
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{
"domain": "auto_repair",
"end": 38,
"intent": "inform",
"slot": "name.store",
"start": 12,
"value": "Intelligent Auto Solutions"
}
]
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "",
"location.store": "",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "",
"reason.appt": "",
"time.appt": "",
"year.vehicle": ""
},
"coffee_ordering": null,
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 2,
"utterance": "Please call Intelligent Auto Solutions"
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "system",
"state": null,
"utt_idx": 3,
"utterance": "ok, do you have a time? "
},
{
"dialogue_acts": {
"binary": [],
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{
"domain": "auto_repair",
"end": 9,
"intent": "inform",
"slot": "time.appt",
"start": 5,
"value": "asap"
}
]
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "",
"location.store": "",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "",
"reason.appt": "",
"time.appt": "asap",
"year.vehicle": ""
},
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"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 4,
"utterance": "Yes, asap because I cant drive my car"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 5,
"utterance": "what is the make and model"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
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"domain": "auto_repair",
"end": 10,
"intent": "accept",
"slot": "year.vehicle",
"start": 6,
"value": "2016"
},
{
"domain": "auto_repair",
"end": 24,
"intent": "accept",
"slot": "name.vehicle",
"start": 12,
"value": "chevy malibu"
}
]
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "",
"location.store": "",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "chevy malibu",
"reason.appt": "",
"time.appt": "asap",
"year.vehicle": "2016"
},
"coffee_ordering": null,
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 6,
"utterance": "its a 2016, chevy malibu"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 7,
"utterance": "okay, whats wrong with it"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "auto_repair",
"end": 78,
"intent": "accept",
"slot": "reason.appt",
"start": 5,
"value": "makes a weird noise when I stop, like water is rushing through the engine"
}
]
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "",
"location.store": "",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "chevy malibu",
"reason.appt": "makes a weird noise when I stop, like water is rushing through the engine",
"time.appt": "asap",
"year.vehicle": "2016"
},
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"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
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},
"utt_idx": 8,
"utterance": "It's makes a weird noise when I stop, like water is rushing through the engine"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 9,
"utterance": "okay, is there anything else"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "auto_repair",
"end": 47,
"intent": "inform",
"slot": "reason.appt",
"start": 12,
"value": "have them service it at the same it"
}
]
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "",
"location.store": "",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "chevy malibu",
"reason.appt": "have them service it at the same it",
"time.appt": "asap",
"year.vehicle": "2016"
},
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},
"utt_idx": 10,
"utterance": "yes, please have them service it at the same it"
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "system",
"state": null,
"utt_idx": 11,
"utterance": "what kind of service"
},
{
"dialogue_acts": {
"binary": [],
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"non-categorical": [
{
"domain": "auto_repair",
"end": 22,
"intent": "inform",
"slot": "reason.appt",
"start": 3,
"value": "needs a 62K tune up"
},
{
"domain": "auto_repair",
"end": 59,
"intent": "accept",
"slot": "reason.appt",
"start": 39,
"value": "rotate the tires too"
}
]
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "",
"location.store": "",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "chevy malibu",
"reason.appt": "rotate the tires too",
"time.appt": "asap",
"year.vehicle": "2016"
},
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"movie_ticket": null,
"pizza_ordering": null,
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},
"utt_idx": 12,
"utterance": "It needs a 62K tune up, make sure they rotate the tires too"
},
{
"dialogue_acts": {
"binary": [],
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"domain": "auto_repair",
"end": 55,
"intent": "inform",
"slot": "date.appt",
"start": 50,
"value": "today"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 13,
"utterance": "okay, I'll call them now. You want to drop it off today"
},
{
"dialogue_acts": {
"binary": [],
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"domain": "auto_repair",
"end": 35,
"intent": "inform",
"slot": "date.appt",
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}
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"speaker": "user",
"state": {
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"date.appt": "today",
"location.store": "",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "chevy malibu",
"reason.appt": "rotate the tires too",
"time.appt": "asap",
"year.vehicle": "2016"
},
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},
"utt_idx": 14,
"utterance": "Yes, it will be towed to them today"
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "system",
"state": null,
"utt_idx": 15,
"utterance": "Is there anything else"
},
{
"dialogue_acts": {
"binary": [],
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"non-categorical": [
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"domain": "auto_repair",
"end": 47,
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"slot": "reason.appt",
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"value": "tune up"
}
]
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"date.appt": "today",
"location.store": "",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
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"reason.appt": "tune up",
"time.appt": "asap",
"year.vehicle": "2016"
},
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"restaurant_reservation": null,
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},
"utt_idx": 16,
"utterance": "yes, ask them what the price is for the tune up"
},
{
"dialogue_acts": {
"binary": [],
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"domain": "auto_repair",
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"slot": "date.appt",
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"value": "today"
}
]
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"state": null,
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"utterance": "okay, I am calling them now. I'll get it scheduled today"
},
{
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},
"speaker": "user",
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"name.customer": "",
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"reason.appt": "tune up",
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"year.vehicle": "2016"
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},
"utt_idx": 18,
"utterance": "Thank you"
},
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"state": null,
"utt_idx": 19,
"utterance": "Okay, they will inspect the vehicle tomorrow"
},
{
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"binary": [],
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},
"speaker": "user",
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"name.vehicle": "chevy malibu",
"reason.appt": "tune up",
"time.appt": "asap",
"year.vehicle": "2016"
},
"coffee_ordering": null,
"movie_ticket": null,
"pizza_ordering": null,
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},
"utt_idx": 20,
"utterance": "great, what is the cost"
},
{
"dialogue_acts": {
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"non-categorical": [
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"domain": "auto_repair",
"end": 22,
"intent": "accept",
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"value": "tune up"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 21,
"utterance": "400.00 for the tune up."
}
] | tm1-train-10 | dlg-33a0ae76-0781-4da9-b039-bbcb8eea5778 | tm1 | [
"auto_repair"
] | train |
[
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
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"date.appt": "",
"location.store": "",
"name.customer": "",
"name.store": "",
"name.vehicle": "",
"reason.appt": "",
"time.appt": "",
"year.vehicle": ""
},
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"movie_ticket": null,
"pizza_ordering": null,
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},
"utt_idx": 0,
"utterance": "Good morning assistant."
},
{
"dialogue_acts": {
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"domain": "auto_repair",
"end": 39,
"intent": "inform",
"slot": "date.appt",
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"value": "today"
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"state": null,
"utt_idx": 1,
"utterance": "Hello! What can I assist you with today?"
},
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"domain": "auto_repair",
"intent": "inform",
"slot": ""
}
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"domain": "auto_repair",
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"intent": "inform",
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"value": "today"
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"utterance": "I need you to book a car repair appointment for me today."
},
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"binary": [],
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"speaker": "system",
"state": null,
"utt_idx": 3,
"utterance": "Certainly, do you have a place in mind?"
},
{
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"domain": "auto_repair",
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"intent": "accept",
"slot": "name.store",
"start": 25,
"value": "Intelligent Auto Solutions"
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"state": {
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"location.store": "",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "",
"reason.appt": "",
"time.appt": "",
"year.vehicle": ""
},
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},
"utt_idx": 4,
"utterance": "Yes, please book it with Intelligent Auto Solutions."
},
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"binary": [],
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},
"speaker": "system",
"state": null,
"utt_idx": 5,
"utterance": "Got it. What exactly seems to be the issue with the car?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
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"domain": "auto_repair",
"end": 34,
"intent": "accept",
"slot": "reason.appt",
"start": 16,
"value": "engine light is on"
},
{
"domain": "auto_repair",
"end": 68,
"intent": "accept",
"slot": "reason.appt",
"start": 39,
"value": "it sputters when I accelerate"
}
]
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "today",
"location.store": "",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "",
"reason.appt": "it sputters when I accelerate",
"time.appt": "",
"year.vehicle": ""
},
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"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 6,
"utterance": "Well, the check engine light is on and it sputters when I accelerate."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 7,
"utterance": "That's no good!"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "auto_repair",
"end": 58,
"intent": "inform",
"slot": "time.appt",
"start": 40,
"value": "as soon as possibl"
}
]
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "today",
"location.store": "",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "",
"reason.appt": "it sputters when I accelerate",
"time.appt": "as soon as possibl",
"year.vehicle": ""
},
"coffee_ordering": null,
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 8,
"utterance": "No, it isn't! So I'd like to get it in as soon as possible."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
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},
"speaker": "system",
"state": null,
"utt_idx": 9,
"utterance": "I can do that, but I'll also need to know the make and model, for the online form?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "auto_repair",
"end": 22,
"intent": "accept",
"slot": "name.vehicle",
"start": 12,
"value": "ford focus"
},
{
"domain": "auto_repair",
"end": 27,
"intent": "accept",
"slot": "year.vehicle",
"start": 23,
"value": "2014"
}
]
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "today",
"location.store": "",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "ford focus",
"reason.appt": "it sputters when I accelerate",
"time.appt": "as soon as possibl",
"year.vehicle": "2014"
},
"coffee_ordering": null,
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 10,
"utterance": "Yes, it's a ford focus 2014."
},
{
"dialogue_acts": {
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"domain": "auto_repair",
"intent": "inform",
"slot": ""
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],
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"domain": "auto_repair",
"end": 79,
"intent": "inform",
"slot": "date.appt",
"start": 70,
"value": "Wednesday"
},
{
"domain": "auto_repair",
"end": 87,
"intent": "inform",
"slot": "time.appt",
"start": 83,
"value": "8 am"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 11,
"utterance": "Roger that. Well, it looks like the first appointment they have is on Wednesday at 8 am."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "Wednesday",
"location.store": "",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "ford focus",
"reason.appt": "it sputters when I accelerate",
"time.appt": "8 am",
"year.vehicle": "2014"
},
"coffee_ordering": null,
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 12,
"utterance": "Ok, I guess that will have to do. What's the cost?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 13,
"utterance": "Well, any initial inspection is free, they'll have to look at it to tell you how much."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "Wednesday",
"location.store": "",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "ford focus",
"reason.appt": "it sputters when I accelerate",
"time.appt": "8 am",
"year.vehicle": "2014"
},
"coffee_ordering": null,
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 14,
"utterance": "Got it."
},
{
"dialogue_acts": {
"binary": [],
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"domain": "auto_repair",
"end": 11,
"intent": "accept",
"slot": "time.appt",
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"value": "8 am"
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{
"domain": "auto_repair",
"end": 21,
"intent": "accept",
"slot": "date.appt",
"start": 12,
"value": "Wednesday"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 15,
"utterance": "Ok, so 8 am Wednesday, drop your car off."
},
{
"dialogue_acts": {
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},
"speaker": "user",
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"location.store": "",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "ford focus",
"reason.appt": "it sputters when I accelerate",
"time.appt": "8 am",
"year.vehicle": "2014"
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"coffee_ordering": null,
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"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 16,
"utterance": "Oh, one last thing - I'll need a ride to work, can you get me a lyft after?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 17,
"utterance": "I've put it on my to-do list."
},
{
"dialogue_acts": {
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},
"speaker": "user",
"state": {
"auto_repair": {
"date.appt": "Wednesday",
"location.store": "",
"name.customer": "",
"name.store": "Intelligent Auto Solutions",
"name.vehicle": "ford focus",
"reason.appt": "it sputters when I accelerate",
"time.appt": "8 am",
"year.vehicle": "2014"
},
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},
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"utterance": "Awesome!! Thanks!"
},
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"utterance": "You're welcome. Talk tomorrow!"
}
] | tm1-train-11 | dlg-33ade78b-0950-4450-bdfb-a1cbdc75519c | tm1 | [
"auto_repair"
] | train |
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"utterance": "Hi, it’s me, can you order me a pizza from Blaze?"
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"utterance": "Absolutely. Let’s start at the bottom. What would you like?"
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"utterance": "Ok. What kind of cheese?"
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"utterance": "And on the veggies can I get artichoke, cherry tomatoes, spinach, and mushrooms."
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"utterance": "Perfect."
},
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"utterance": "I’ll take the minced garlic instead."
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"utterance": "Ok. So a gluten free crust with classic marinara, topped with Parmesan, mozzarella, and feta."
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"utterance": "Right."
},
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"utterance": "Along with bacon and pepperoni. Then cherry tomatoes, spinach, mushrooms, and minced garlic, topped with a sprinkle of oregano."
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"utterance": "Perfect."
},
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"utterance": "Ok. That’ll take about 25 minutes. Would you like a texted receipt?"
},
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"utterance": "That would be great. Thank you so much."
},
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"utterance": "You’re very welcome. Enjoy."
}
] | tm1-train-12 | dlg-33c70ed5-6abf-42e7-8708-da237436d09f | tm1 | [
"pizza_ordering"
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{
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"utterance": "I could really use a coffee to perk me up this afternoon."
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"utterance": "Where would you the coffee from today?"
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"utterance": "Starbucks is the closest."
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"utterance": "Which Starbucks? They're everywhere these days."
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"utterance": "The one in Red Mill Commons 1169 Nimmo Parkway in Virginia Beach."
},
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"utterance": "Great, I know that one. What would you like?"
},
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"utt_idx": 6,
"utterance": "Can you do the online ordering so it's ready to pick up when you get there?"
},
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"utterance": "No problem! I use online ordering a lot."
},
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"utt_idx": 8,
"utterance": "Perfect. I liked that new drink I had last week. Do you remember the name of it?"
},
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"value": "Cordusio"
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"utt_idx": 9,
"utterance": "The Cordusio?"
},
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"value": "Yes"
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"utt_idx": 10,
"utterance": "Yes, that's it! "
},
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"utt_idx": 11,
"utterance": "What size would you like?"
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"value": "Grande"
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},
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},
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"utterance": "I'll have a Grande."
},
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"utterance": "So you'd like one grande Cordusio, correct?"
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},
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"utterance": "Anything else?"
},
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"domain": "coffee_ordering",
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]
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},
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"utterance": "One second thought, make it a Venti. And I'd like it with 2%milk."
},
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"domain": "coffee_ordering",
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}
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"utterance": "You got it. A Venti Cordusio made with 2% milk."
},
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"domain": "coffee_ordering",
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"slot": "type.milk",
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"value": "That's it!"
}
]
},
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"size.drink": "Venti",
"type.milk": "That's it!"
},
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},
"utt_idx": 18,
"utterance": "That's it!"
},
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"dialogue_acts": {
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"speaker": "system",
"state": null,
"utt_idx": 19,
"utterance": "I just placed your order online. I am on my way to the Red Mill Store to pick it up."
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "user",
"state": {
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"num.drink": "Yes",
"preference": "",
"size.drink": "Venti",
"type.milk": "That's it!"
},
"movie_ticket": null,
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},
"utt_idx": 20,
"utterance": "Perfect. You're the best!"
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "system",
"state": null,
"utt_idx": 21,
"utterance": "No problem. Your receipt will be sent via text on your phone."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
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"name.drink": "Cordusio",
"num.drink": "Yes",
"preference": "",
"size.drink": "Venti",
"type.milk": "That's it!"
},
"movie_ticket": null,
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"restaurant_reservation": null,
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},
"utt_idx": 22,
"utterance": "Thank you so much!"
}
] | tm1-train-13 | dlg-33c7c683-74ce-4e0e-a8c0-00f9f42f1d82 | tm1 | [
"coffee_ordering"
] | train |
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{
"dialogue_acts": {
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},
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"state": {
"auto_repair": null,
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"type.ride": ""
}
},
"utt_idx": 0,
"utterance": "Hello, I need an Uber ride, can you help me out?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 1,
"utterance": "I'm always here to help! What are your to and from locations?"
},
{
"dialogue_acts": {
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"domain": "uber_lyft",
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"intent": "accept",
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"value": "275 S Reserve in Missoula"
},
{
"domain": "uber_lyft",
"end": 66,
"intent": "accept",
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"start": 44,
"value": "Mcdonalds on Brooks st"
}
]
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"num.people": "",
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}
},
"utt_idx": 2,
"utterance": "From is 275 S Reserve in Missoula and to is Mcdonalds on Brooks st"
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "system",
"state": null,
"utt_idx": 3,
"utterance": "Ok and what type of car would you like?"
},
{
"dialogue_acts": {
"binary": [],
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"time.dropoff": "",
"time.pickup": "",
"type.ride": ""
}
},
"utt_idx": 4,
"utterance": "I suppose the least expensive. What are my options?"
},
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"dialogue_acts": {
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"domain": "uber_lyft",
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"intent": "inform",
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"domain": "uber_lyft",
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"intent": "inform",
"slot": "price.estimate",
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"value": "$11.61"
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{
"domain": "uber_lyft",
"end": 28,
"intent": "inform",
"slot": "type.ride",
"start": 21,
"value": "Uber XL"
},
{
"domain": "uber_lyft",
"end": 38,
"intent": "accept",
"slot": "price.estimate",
"start": 32,
"value": "$16.01"
}
]
},
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"state": null,
"utt_idx": 5,
"utterance": "Uber X is $11.61 and Uber XL is $16.01"
},
{
"dialogue_acts": {
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"domain": "uber_lyft",
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"intent": "inform",
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"start": 15,
"value": "X"
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"location.to": "Mcdonalds on Brooks st",
"num.people": "",
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"time.dropoff": "",
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"type.ride": "X"
}
},
"utt_idx": 6,
"utterance": "Definitily the X please"
},
{
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},
"speaker": "system",
"state": null,
"utt_idx": 7,
"utterance": "Sure thing, let me input this data and I'll get right back to you."
},
{
"dialogue_acts": {
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"type.ride": "X"
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},
"utt_idx": 8,
"utterance": "Thanks "
},
{
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"domain": "uber_lyft",
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"intent": "reject",
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{
"domain": "uber_lyft",
"end": 56,
"intent": "accept",
"slot": "type.ride",
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"value": "Xl"
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{
"domain": "uber_lyft",
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"intent": "inform",
"slot": "time.pickup",
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"value": "10 minutes"
}
]
},
"speaker": "system",
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"utt_idx": 9,
"utterance": "I'm sorry, but the X isn't available. Do you want the Xl? It will be there in about 10 minutes"
},
{
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"type.ride": "Xl"
}
},
"utt_idx": 10,
"utterance": "Yes, I need the ride, go ahead and book it"
},
{
"dialogue_acts": {
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"utt_idx": 11,
"utterance": "Ok, will do"
},
{
"dialogue_acts": {
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},
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"state": {
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"type.ride": "Xl"
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"utterance": "I have an account with them, so it should be fairly simple"
},
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"dialogue_acts": {
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"utterance": "Yes, I have you all set, sending the confirmation to your mobile now"
},
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"dialogue_acts": {
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},
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"type.ride": "Xl"
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},
"utt_idx": 14,
"utterance": "Great thanks"
},
{
"dialogue_acts": {
"binary": [],
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"speaker": "system",
"state": null,
"utt_idx": 15,
"utterance": "No problem, everything should be on your mobile now"
},
{
"dialogue_acts": {
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"location.to": "Mcdonalds on Brooks st",
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"price.estimate": "$16.01",
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"type.ride": "Xl"
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"utt_idx": 16,
"utterance": "Yes I see it"
},
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"domain": "uber_lyft",
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"state": null,
"utt_idx": 17,
"utterance": "Great, then you're all set, the ride should be there in about $10 minutes. Anything else I can do for ya?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
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"state": {
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"location.from": "275 S Reserve in Missoula",
"location.to": "Mcdonalds on Brooks st",
"num.people": "",
"price.estimate": "$16.01",
"time.dropoff": "",
"time.pickup": "10 minutes",
"type.ride": "Xl"
}
},
"utt_idx": 18,
"utterance": "No, that's it thanks, gotta go, bye!"
},
{
"dialogue_acts": {
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"categorical": [],
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"state": null,
"utt_idx": 19,
"utterance": "No problem, talk to ya later!"
}
] | tm1-train-14 | dlg-33cbfb13-a273-4e84-9a44-70f7db71d2c8 | tm1 | [
"uber_lyft"
] | train |
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{
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"domain": "uber_lyft",
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"intent": "inform",
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"utterance": "Hello, I would like to request for an Uber ride."
},
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},
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"utterance": "How are you doing? I will get that done for you right away."
},
{
"dialogue_acts": {
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"non-categorical": []
},
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"type.ride": "Uber ride"
}
},
"utt_idx": 2,
"utterance": "Thank you!"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
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},
"speaker": "system",
"state": null,
"utt_idx": 3,
"utterance": "You are welcome. How may I help you with today?"
},
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"domain": "uber_lyft",
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"value": "Uber ride"
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{
"domain": "uber_lyft",
"end": 52,
"intent": "inform",
"slot": "location.from",
"start": 42,
"value": "Arden Fair"
},
{
"domain": "uber_lyft",
"end": 81,
"intent": "accept",
"slot": "location.to",
"start": 56,
"value": "Pavilions Shopping Center"
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},
"utt_idx": 4,
"utterance": "I would like to request an Uber ride from Arden Fair to Pavilions Shopping Center."
},
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"utt_idx": 5,
"utterance": "When do you want to make the request by?"
},
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"domain": "uber_lyft",
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"intent": "accept",
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"value": "Arden Mall"
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"location.from": "Arden Mall",
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"time.pickup": "",
"type.ride": "Uber ride"
}
},
"utt_idx": 6,
"utterance": "I want it now because I am at the Arden Mall."
},
{
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"state": null,
"utt_idx": 7,
"utterance": "I will do that right away."
},
{
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"location.from": "Arden Mall",
"location.to": "Pavilions Shopping Center",
"num.people": "",
"price.estimate": "",
"time.dropoff": "",
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"type.ride": "Uber ride"
}
},
"utt_idx": 8,
"utterance": "Sounds great."
},
{
"dialogue_acts": {
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"speaker": "system",
"state": null,
"utt_idx": 9,
"utterance": "How many people are there?"
},
{
"dialogue_acts": {
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"domain": "uber_lyft",
"end": 7,
"intent": "accept",
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"value": "Only me"
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"location.from": "Arden Mall",
"location.to": "Pavilions Shopping Center",
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"price.estimate": "",
"time.dropoff": "",
"time.pickup": "",
"type.ride": "Uber ride"
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},
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}
] | tm1-train-15 | dlg-33d6309a-6ffb-408f-8ad5-0f1a69c9a5c9 | tm1 | [
"uber_lyft"
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"utterance": "Okay, your order is placed and will be ready shortly. A receipt will be sent to your phone via text."
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"utterance": "Okay, thank you!"
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"utterance": "You're welcome."
}
] | tm1-train-16 | dlg-33d75ebd-52b9-482f-838a-56843faeeb8a | tm1 | [
"coffee_ordering"
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"domain": "movie_ticket",
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"utterance": "That sounds lovely. Do you have a theater in mind already?"
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"utterance": "Is that the one at 1000 Telephone Road?"
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"utterance": "Yes. What time is the movie showing tonight?"
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"utterance": "Let's do the 6:45 p.m."
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},
"speaker": "system",
"state": null,
"utt_idx": 9,
"utterance": "How many tickets do you need?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 8,
"intent": "inform",
"slot": "num.tickets",
"start": 5,
"value": "two"
}
]
},
"speaker": "user",
"state": {
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"movie_ticket": {
"location.theater": "1000 Telephone Road",
"name.movie": "Mary Poppins Returns",
"name.theater": "Regal Warren Moore Theater",
"num.tickets": "two",
"price.ticket": "",
"time.duration": "",
"time.end": "",
"time.start": "6:45 p.m",
"type.screening": ""
},
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 10,
"utterance": "Just two tickets."
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "system",
"state": null,
"utt_idx": 11,
"utterance": "What kind of seats do you want?"
},
{
"dialogue_acts": {
"binary": [],
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},
"speaker": "user",
"state": {
"auto_repair": null,
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"movie_ticket": {
"location.theater": "1000 Telephone Road",
"name.movie": "Mary Poppins Returns",
"name.theater": "Regal Warren Moore Theater",
"num.tickets": "two",
"price.ticket": "",
"time.duration": "",
"time.end": "",
"time.start": "6:45 p.m",
"type.screening": ""
},
"pizza_ordering": null,
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},
"utt_idx": 12,
"utterance": "What are my options?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 13,
"utterance": "Regular recliners or plush recliners with heating."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": null,
"movie_ticket": {
"location.theater": "1000 Telephone Road",
"name.movie": "Mary Poppins Returns",
"name.theater": "Regal Warren Moore Theater",
"num.tickets": "two",
"price.ticket": "",
"time.duration": "",
"time.end": "",
"time.start": "6:45 p.m",
"type.screening": ""
},
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 14,
"utterance": "Just the regular recliners are fine. "
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 22,
"intent": "inform",
"slot": "num.tickets",
"start": 19,
"value": "two"
},
{
"domain": "movie_ticket",
"end": 55,
"intent": "accept",
"slot": "name.movie",
"start": 35,
"value": "Mary Poppins Returns"
},
{
"domain": "movie_ticket",
"end": 69,
"intent": "accept",
"slot": "time.start",
"start": 61,
"value": "6:45 p.m"
},
{
"domain": "movie_ticket",
"end": 112,
"intent": "accept",
"slot": "name.theater",
"start": 86,
"value": "Regal Warren Moore Theater"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 15,
"utterance": "Okay, I will order two tickets for Mary Poppins Returns, the 6:45 p.m. showing at the Regal Warren Moore Theater. I will reserve regular recliners only."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
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},
"speaker": "user",
"state": {
"auto_repair": null,
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"movie_ticket": {
"location.theater": "1000 Telephone Road",
"name.movie": "Mary Poppins Returns",
"name.theater": "Regal Warren Moore Theater",
"num.tickets": "two",
"price.ticket": "",
"time.duration": "",
"time.end": "",
"time.start": "6:45 p.m",
"type.screening": ""
},
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 16,
"utterance": "Thanks, assistant. How much are the tickets anyway?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 20,
"intent": "accept",
"slot": "price.ticket",
"start": 14,
"value": "$28.44"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 17,
"utterance": "Your total is $28.44."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": null,
"movie_ticket": {
"location.theater": "1000 Telephone Road",
"name.movie": "Mary Poppins Returns",
"name.theater": "Regal Warren Moore Theater",
"num.tickets": "two",
"price.ticket": "$28.44",
"time.duration": "",
"time.end": "",
"time.start": "6:45 p.m",
"type.screening": ""
},
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 18,
"utterance": "Geesh, movies are expensive. "
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 19,
"utterance": "Yes, they are, but Andrea will appreciate the birthday gift. How would you like to pay?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": null,
"movie_ticket": {
"location.theater": "1000 Telephone Road",
"name.movie": "Mary Poppins Returns",
"name.theater": "Regal Warren Moore Theater",
"num.tickets": "two",
"price.ticket": "$28.44",
"time.duration": "",
"time.end": "",
"time.start": "6:45 p.m",
"type.screening": ""
},
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 20,
"utterance": "Use my account that's on file, please."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 21,
"utterance": "Okay. Your receipt will be sent to your mobile device via text message. Your tickets will also be sent to your mobile device in a text message. "
}
] | tm1-train-17 | dlg-33d9320f-a670-4207-9c98-c8a4f744a42c | tm1 | [
"movie_ticket"
] | train |
[
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
"location.store": "",
"name.drink": "",
"num.drink": "",
"preference": "",
"size.drink": "",
"type.milk": ""
},
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 0,
"utterance": "Hello , Destiny"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 1,
"utterance": "Hi how can I be of service."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
"location.store": "",
"name.drink": "",
"num.drink": "",
"preference": "",
"size.drink": "",
"type.milk": ""
},
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 2,
"utterance": "I need a pick me up."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 3,
"utterance": "Had a long night? "
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
"location.store": "",
"name.drink": "",
"num.drink": "",
"preference": "",
"size.drink": "",
"type.milk": ""
},
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 4,
"utterance": "No , I am just really off today I don't know what it is."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 5,
"utterance": "How about some chocolates from See's "
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
"location.store": "",
"name.drink": "",
"num.drink": "",
"preference": "",
"size.drink": "",
"type.milk": ""
},
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 6,
"utterance": "No, I'm on a diet."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "coffee_ordering",
"end": 22,
"intent": "inform",
"slot": "name.drink",
"start": 9,
"value": "hot chocolate"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 7,
"utterance": "Lol okay hot chocolate?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "coffee_ordering",
"end": 36,
"intent": "inform",
"slot": "name.drink",
"start": 28,
"value": "Espresso"
}
]
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
"location.store": "",
"name.drink": "Espresso",
"num.drink": "",
"preference": "",
"size.drink": "",
"type.milk": ""
},
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 8,
"utterance": "No, how about getting me an Espresso from Peets"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "coffee_ordering",
"end": 18,
"intent": "inform",
"slot": "name.drink",
"start": 0,
"value": "Golden Caffè Latte"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 9,
"utterance": "Golden Caffè Latte"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "coffee_ordering",
"end": 14,
"intent": "inform",
"slot": "name.drink",
"start": 6,
"value": "espresso"
}
]
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
"location.store": "",
"name.drink": "espresso",
"num.drink": "",
"preference": "",
"size.drink": "",
"type.milk": ""
},
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 10,
"utterance": "No an espresso ."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "coffee_ordering",
"end": 32,
"intent": "accept",
"slot": "name.drink",
"start": 19,
"value": "Iced Espresso"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 11,
"utterance": "okay how about the Iced Espresso"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "coffee_ordering",
"end": 43,
"intent": "accept",
"slot": "preference",
"start": 33,
"value": "two shoots"
}
]
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
"location.store": "",
"name.drink": "Iced Espresso",
"num.drink": "",
"preference": "two shoots",
"size.drink": "",
"type.milk": ""
},
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 12,
"utterance": "Okay that sounds good can i have two shoots in that please"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 13,
"utterance": "Will do."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "coffee_ordering",
"end": 35,
"intent": "inform",
"slot": "preference",
"start": 17,
"value": "muffin on the side"
}
]
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
"location.store": "",
"name.drink": "Iced Espresso",
"num.drink": "",
"preference": "muffin on the side",
"size.drink": "",
"type.milk": ""
},
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 14,
"utterance": "Oh can you add a muffin on the side . "
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "coffee_ordering",
"end": 25,
"intent": "inform",
"slot": "preference",
"start": 19,
"value": "muffin"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 15,
"utterance": "Sure which kind of muffin."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "coffee_ordering",
"end": 32,
"intent": "accept",
"slot": "preference",
"start": 17,
"value": "lemon poppyseed"
}
]
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
"location.store": "",
"name.drink": "Iced Espresso",
"num.drink": "",
"preference": "lemon poppyseed",
"size.drink": "",
"type.milk": ""
},
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 16,
"utterance": "Lets go with the lemon poppyseed."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 17,
"utterance": "Okay anything else for you."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
"location.store": "",
"name.drink": "Iced Espresso",
"num.drink": "",
"preference": "lemon poppyseed",
"size.drink": "",
"type.milk": ""
},
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 18,
"utterance": "No that is all."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 19,
"utterance": "Okay I will process your order"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
"location.store": "",
"name.drink": "Iced Espresso",
"num.drink": "",
"preference": "lemon poppyseed",
"size.drink": "",
"type.milk": ""
},
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 20,
"utterance": "Okay how long will it take to be here."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 21,
"utterance": "I would say in about 30 minutes."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
"location.store": "",
"name.drink": "Iced Espresso",
"num.drink": "",
"preference": "lemon poppyseed",
"size.drink": "",
"type.milk": ""
},
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 22,
"utterance": "Okay sounds great."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 23,
"utterance": "Anything else for you?"
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
"location.store": "",
"name.drink": "Iced Espresso",
"num.drink": "",
"preference": "lemon poppyseed",
"size.drink": "",
"type.milk": ""
},
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 24,
"utterance": "Nope that is all ."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 25,
"utterance": "Okay will have that ready for you."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
"location.store": "",
"name.drink": "Iced Espresso",
"num.drink": "",
"preference": "lemon poppyseed",
"size.drink": "",
"type.milk": ""
},
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 26,
"utterance": "Thanks."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "coffee_ordering",
"end": 81,
"intent": "accept",
"slot": "location.store",
"start": 71,
"value": "Albertsons"
}
]
},
"speaker": "system",
"state": null,
"utt_idx": 27,
"utterance": "The receipt will be sent to your phone, and will be ready at the local Albertsons."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": {
"location.store": "Albertsons",
"name.drink": "Iced Espresso",
"num.drink": "",
"preference": "lemon poppyseed",
"size.drink": "",
"type.milk": ""
},
"movie_ticket": null,
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 28,
"utterance": "Okay thanks bud."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 29,
"utterance": "Your welcome anytime"
}
] | tm1-train-18 | dlg-33e0d4cc-c41f-4435-a13f-88adeb9b5d91 | tm1 | [
"coffee_ordering"
] | train |
[
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 41,
"intent": "inform",
"slot": "time.start",
"start": 34,
"value": "tonight"
}
]
},
"speaker": "user",
"state": {
"auto_repair": null,
"coffee_ordering": null,
"movie_ticket": {
"location.theater": "",
"name.movie": "",
"name.theater": "",
"num.tickets": "",
"price.ticket": "",
"time.duration": "",
"time.end": "",
"time.start": "tonight",
"type.screening": ""
},
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
},
"utt_idx": 0,
"utterance": "Hi, we want to see a horror movie tonight."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": []
},
"speaker": "system",
"state": null,
"utt_idx": 1,
"utterance": "Ok. First, tell me what city you are located in."
},
{
"dialogue_acts": {
"binary": [],
"categorical": [],
"non-categorical": [
{
"domain": "movie_ticket",
"end": 22,
"intent": "inform",
"slot": "location.theater",
"start": 9,
"value": "San Francisco"
}
]
},
"speaker": "user",
"state": {
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"movie_ticket": {
"location.theater": "San Francisco",
"name.movie": "",
"name.theater": "",
"num.tickets": "",
"price.ticket": "",
"time.duration": "",
"time.end": "",
"time.start": "tonight",
"type.screening": ""
},
"pizza_ordering": null,
"restaurant_reservation": null,
"uber_lyft": null
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"utt_idx": 2,
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"utterance": "Yes."
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"utterance": "Ok, great. You can proceed."
}
] | tm1-train-19 | dlg-33e64e5a-a516-471e-85d2-14ffb61d07de | tm1 | [
"movie_ticket"
] | train |
[
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"utt_idx": 0,
"utterance": "Hey Emily, I'll be heading to the airport soon can you order a drink for me at Starbucks for pickup?"
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"utterance": "Yes would you like to pick up from the Colonial location or University?"
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"utterance": "Sure, what would you like to order?"
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"utterance": "I want to try that New Blonde Doubleshot on ice with Sweetened"
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"utterance": "Lets go with Venti"
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"utterance": "I attempted to place your order but unfortunately its not available at that location. "
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"utterance": "Unfortunately its not available for order at the other location either, is there anything else that you want?"
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"utterance": "Oh okay, I guess its just that popular. Can you order me an Iced Caramel Cloud Macchiato, Almond milk in Venti."
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"utterance": "Yes it looks like its available at both locations, which location do you prefer?"
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"utterance": "The University one please."
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"utterance": "Okay I have that ordered and it'll be ready for pick up."
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"utterance": "Okay thanks!"
}
] | tm1-train-20 | dlg-33e6957c-a1f0-4540-a8e8-6a4e7c5fdda9 | tm1 | [
"coffee_ordering"
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End of preview.
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Dataset Card for Taskmaster-1
- Repository: https://github.com/google-research-datasets/Taskmaster/tree/master/TM-1-2019
- Paper: https://arxiv.org/pdf/1909.05358.pdf
- Leaderboard: None
- Who transforms the dataset: Qi Zhu(zhuq96 at gmail dot com)
To use this dataset, you need to install ConvLab-3 platform first. Then you can load the dataset via:
from convlab.util import load_dataset, load_ontology, load_database
dataset = load_dataset('tm1')
ontology = load_ontology('tm1')
database = load_database('tm1')
For more usage please refer to here.
Dataset Summary
The original dataset consists of 13,215 task-based dialogs, including 5,507 spoken and 7,708 written dialogs created with two distinct procedures. Each conversation falls into one of six domains: ordering pizza, creating auto repair appointments, setting up ride service, ordering movie tickets, ordering coffee drinks and making restaurant reservations.
- How to get the transformed data from original data:
- Download master.zip.
- Run
python preprocess.pyin the current directory.
- Main changes of the transformation:
- Remove dialogs that are empty or only contain one speaker.
- Split woz-dialogs into train/validation/test randomly (8:1:1). The split of self-dialogs is followed the original dataset.
- Merge continuous turns by the same speaker (ignore repeated turns).
- Annotate
dialogue actsaccording to the original segment annotations. Addintentannotation (inform/accept/reject). The type ofdialogue actis set tonon-categoricalif the original segment annotation includes a specifiedslot. Otherwise, the type is set tobinary(and theslotandvalueare empty) since it means general reference to a transaction, e.g. "OK your pizza has been ordered". If there are multiple spans overlapping, we only keep the shortest one, since we found that this simple strategy can reduce the noise in annotation. - Add
domain,intent, andslotdescriptions. - Add
stateby accumulatenon-categorical dialogue actsin the order that they appear, except those whose intents are reject. - Keep the first annotation since each conversation was annotated by two workers.
- Annotations:
- dialogue acts, state.
Supported Tasks and Leaderboards
NLU, DST, Policy, NLG
Languages
English
Data Splits
| split | dialogues | utterances | avg_utt | avg_tokens | avg_domains | cat slot match(state) | cat slot match(goal) | cat slot match(dialogue act) | non-cat slot span(dialogue act) |
|---|---|---|---|---|---|---|---|---|---|
| train | 10535 | 223322 | 21.2 | 8.75 | 1 | - | - | - | 100 |
| validation | 1318 | 27903 | 21.17 | 8.75 | 1 | - | - | - | 100 |
| test | 1322 | 27660 | 20.92 | 8.87 | 1 | - | - | - | 100 |
| all | 13175 | 278885 | 21.17 | 8.76 | 1 | - | - | - | 100 |
6 domains: ['uber_lyft', 'movie_ticket', 'restaurant_reservation', 'coffee_ordering', 'pizza_ordering', 'auto_repair']
- cat slot match: how many values of categorical slots are in the possible values of ontology in percentage.
- non-cat slot span: how many values of non-categorical slots have span annotation in percentage.
Citation
@inproceedings{byrne-etal-2019-taskmaster,
title = {Taskmaster-1:Toward a Realistic and Diverse Dialog Dataset},
author = {Bill Byrne and Karthik Krishnamoorthi and Chinnadhurai Sankar and Arvind Neelakantan and Daniel Duckworth and Semih Yavuz and Ben Goodrich and Amit Dubey and Kyu-Young Kim and Andy Cedilnik},
booktitle = {2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing},
address = {Hong Kong},
year = {2019}
}
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