Datasets:
Tasks:
Text Classification
Sub-tasks:
intent-classification
Languages:
English
Size:
1K<n<10K
License:
Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
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 2 new columns ({'Can you tell me the location of the Modern Fusion restaurant?', '0'}) and 2 missing columns ({' sentence', 'label'}).
This happened while the csv dataset builder was generating data using
hf://datasets/kmb-ai/vaia-dataset-ic/test-intents-dataset-ints.csv (at revision 3a59ef70860965b73728cb0fb21f41dd3e5cdb82)
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
0: int64
Can you tell me the location of the Modern Fusion restaurant?: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 582
to
{'label': Value(dtype='int64', id=None), ' sentence': 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 2 new columns ({'Can you tell me the location of the Modern Fusion restaurant?', '0'}) and 2 missing columns ({' sentence', 'label'}).
This happened while the csv dataset builder was generating data using
hf://datasets/kmb-ai/vaia-dataset-ic/test-intents-dataset-ints.csv (at revision 3a59ef70860965b73728cb0fb21f41dd3e5cdb82)
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.
label int64 | sentence string |
|---|---|
0 | What's the address of the restaurant Sunset Bistro? |
0 | Tell me about the history of Gourmet Haven restaurant. |
0 | Is there outdoor seating at Sunny Terrace eatery? |
0 | Give me details about the chef at Spice Fusion. |
0 | What type of cuisine does Ocean Delight specialize in? |
0 | Is Rustic Flavors a family-friendly restaurant? |
0 | Does Cafe Serenity have vegetarian options on the menu? |
0 | Can you provide information about the pricing at Flame Grill? |
0 | What's the signature dish at Epicurean Delight? |
0 | Is there Wi-Fi available at Digital Diner? |
0 | Are pets allowed at Paws and Plates restaurant? |
0 | Tell me about the chef's recommendations at Gastronomic Delights. |
0 | What's the ambiance like at Zen Garden restaurant? |
0 | Does Green Leaf restaurant offer gluten-free options? |
0 | Any upcoming events at Culinary Connections? |
0 | Is there a dress code at Chic Bites bistro? |
0 | What's the average wait time for a table at Swift Bites? |
0 | Are there any parking facilities at Urban Eats? |
0 | Does Sizzle & Sip offer takeaway services? |
0 | Is Gastronomy Hub a Michelin-starred restaurant? |
0 | What's the specialty cocktail at Mixology Mansion? |
0 | Can you recommend a romantic spot within Candlelit Cuisine? |
0 | Tell me about the sustainability practices at Eco Bites. |
0 | Does Spicy Affair accommodate large groups? |
0 | What's the policy on reservations at Book & Bite? |
0 | Is there a private dining option at Dine Royale? |
0 | What's the restaurant capacity of Grand Feast hall? |
0 | Are there any discounts for senior citizens at Golden Years Grill? |
0 | Does Healthful Haven provide nutritional information on the menu? |
0 | What's the maximum group size for a reservation at Celebration Central? |
0 | Is Harbor View known for its seafood offerings? |
0 | Does Flavor Junction have a kids' menu? |
0 | What's the restaurant's stance on food allergies at Allergy-Free Eats? |
0 | Is Culinary Craftsmanship known for its wine selection? |
0 | What's the recommended attire for Dapper Dining? |
0 | Can you provide information about the live music schedule at Harmony Bites? |
0 | Does Eclectic Eats cater to special dietary needs? |
0 | What's the policy on bringing outside food to Local Delicacies? |
0 | Is there a loyalty program at Savor Rewards restaurant? |
0 | Does Bistro Bliss have a patio for al fresco dining? |
0 | What's the policy on splitting checks at Divide & Dine? |
0 | Is there a corkage fee for bringing your own wine to Vintage Vine? |
0 | What's the maximum duration for a reservation at Timely Tastes? |
0 | Does Wholesome Kitchen offer cooking classes? |
0 | What's the chef's background at Artisan Flavors? |
0 | Is Gastronomic Gateway child-friendly? |
0 | Does Savory Spices have a bar area for drinks? |
0 | What's the story behind the name of Mystic Morsels restaurant? |
0 | Is Zenith Zest known for its dessert selection? |
0 | What's the policy on photography inside Snapshot Supper? |
0 | Does Nectar Nosh offer online ordering? |
0 | Is Sundown Suppers known for its sunset views? |
0 | What's the seating capacity at Grand Banquet hall? |
0 | Does Hidden Gems have a sommelier on staff? |
0 | Is there a pre-theater menu at Encore Eats? |
0 | What's the restaurant's policy on outside catering at Catering Corner? |
0 | Does Aroma Oasis have a loyalty program? |
0 | What's the procedure for lost and found items at Lost & Found Lounge? |
0 | Is Epicurean Escape wheelchair accessible? |
0 | Does Serenity Bites have a tasting menu? |
0 | What's the restaurant's policy on smoking at Smoke & Savor? |
0 | Does Elevate Eats have a brunch menu? |
0 | What's the policy on bringing pets to Pawfect Plates? |
0 | Is Floral Feast known for its flower-themed dishes? |
0 | What's the maximum party size for a reservation at Celestial Celebrations? |
0 | Does Gastronomy Gala have a valet parking service? |
1 | Where can I find the best sushi in town? |
1 | Recommend a good Italian restaurant in the area. |
1 | What's a popular dish at the local Thai restaurant? |
1 | Suggest a place for authentic French cuisine. |
1 | Where can I get delicious Indian food nearby? |
1 | Tell me about the best Mexican restaurant in the city. |
1 | Which restaurant serves the tastiest burgers? |
1 | What's a must-try dish at the new Greek restaurant? |
1 | Recommend a vegan-friendly eatery in the neighborhood. |
1 | Where can I find a good barbecue joint in town? |
1 | What's the specialty at the local seafood restaurant? |
1 | Suggest a place for a hearty breakfast in the morning. |
1 | Where can I enjoy a traditional Japanese tea ceremony? |
1 | What's a popular street food vendor in the area? |
1 | Recommend a spot for a romantic dinner date. |
1 | Where can I get the best ice cream in town? |
1 | What's the go-to place for authentic Chinese dim sum? |
1 | Where can I find a good spot for afternoon tea? |
1 | Suggest a restaurant with a diverse fusion menu. |
1 | What's the signature cocktail at the trendy cocktail bar? |
1 | Where can I find a cozy cafe for a quiet coffee date? |
1 | Recommend a place for a casual brunch with friends. |
1 | What's the best place for a quick and delicious lunch? |
1 | Suggest a spot for a family-friendly dinner outing. |
1 | Where can I find a dessert place with unique sweet treats? |
1 | What's a good place for a business lunch meeting? |
1 | Recommend a restaurant with a view for a special occasion. |
1 | Where can I enjoy a traditional afternoon tea service? |
1 | What's a great spot for a celebratory dinner with loved ones? |
1 | Suggest a place for a late-night snack run. |
1 | Where can I find the best tapas in the city? |
1 | What's the go-to place for a trendy brunch experience? |
1 | Recommend a hidden gem for foodies in the area. |
1 | Where can I get a classic American diner experience? |
End of preview.
Dataset Card for "kmb-ai/vaia-ic"
Dataset Summary
vaia-ic is an intent classification dataset created as part of Vaia project.
Classes:
list -1
information 0
cuisine 1
directions 2
reservations 3
open_hours 4
rating 5.
Dataset Structure
Data Instances
Examples of train looks as follows.
-1, Where can I get a classic New York bagel with cream cheese?
0, Provide details about the newly opened eatery called Palate Paradise.
1, Where can I find a restaurant with a unique fusion of Caribbean and Asian cuisines?
2, How can I get to the seafood bistro Oceanic Oasis from the central train station?
3, I want to book a table for five at Flame Grill for this Sunday.
4, Is the cafe Morning Glory open for breakfast during the weekdays?
5, Suggest a place known for its exceptional service and a menu that caters to vegans.
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