Datasets:
Tasks:
Text Classification
Sub-tasks:
intent-classification
Languages:
English
Multilinguality:
monolingual
Size Categories:
10K<n<100K
Language Creators:
crowdsourced
Annotations Creators:
expert-generated
Source Datasets:
original
Tags:
License:
add dataset_info in dataset metadata
Browse files
README.md
CHANGED
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@@ -19,6 +19,520 @@ task_ids:
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| 19 |
- intent-classification
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| 20 |
paperswithcode_id: clinc150
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| 21 |
pretty_name: CLINC150
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| 22 |
---
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| 23 |
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| 24 |
# Dataset Card for CLINC150
|
|
@@ -333,4 +847,4 @@ The dataset comes in different subsets:
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| 333 |
```
|
| 334 |
### Contributions
|
| 335 |
|
| 336 |
-
Thanks to [@sumanthd17](https://github.com/sumanthd17) for adding this dataset.
|
| 19 |
- intent-classification
|
| 20 |
paperswithcode_id: clinc150
|
| 21 |
pretty_name: CLINC150
|
| 22 |
+
dataset_info:
|
| 23 |
+
- config_name: small
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| 24 |
+
features:
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| 25 |
+
- name: text
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| 26 |
+
dtype: string
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| 27 |
+
- name: intent
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| 28 |
+
dtype:
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| 29 |
+
class_label:
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| 30 |
+
names:
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| 31 |
+
0: restaurant_reviews
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| 32 |
+
1: nutrition_info
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| 33 |
+
2: account_blocked
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| 34 |
+
3: oil_change_how
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| 35 |
+
4: time
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| 36 |
+
5: weather
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| 37 |
+
6: redeem_rewards
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| 38 |
+
7: interest_rate
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| 39 |
+
8: gas_type
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| 40 |
+
9: accept_reservations
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| 41 |
+
10: smart_home
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| 42 |
+
11: user_name
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| 43 |
+
12: report_lost_card
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| 44 |
+
13: repeat
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| 45 |
+
14: whisper_mode
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| 46 |
+
15: what_are_your_hobbies
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| 47 |
+
16: order
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| 48 |
+
17: jump_start
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| 49 |
+
18: schedule_meeting
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| 50 |
+
19: meeting_schedule
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| 51 |
+
20: freeze_account
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| 52 |
+
21: what_song
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| 53 |
+
22: meaning_of_life
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| 54 |
+
23: restaurant_reservation
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| 55 |
+
24: traffic
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| 56 |
+
25: make_call
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| 57 |
+
26: text
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| 58 |
+
27: bill_balance
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| 59 |
+
28: improve_credit_score
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| 60 |
+
29: change_language
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| 61 |
+
30: 'no'
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| 62 |
+
31: measurement_conversion
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| 63 |
+
32: timer
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| 64 |
+
33: flip_coin
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| 65 |
+
34: do_you_have_pets
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| 66 |
+
35: balance
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| 67 |
+
36: tell_joke
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| 68 |
+
37: last_maintenance
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| 69 |
+
38: exchange_rate
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| 70 |
+
39: uber
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| 71 |
+
40: car_rental
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| 72 |
+
41: credit_limit
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| 73 |
+
42: oos
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| 74 |
+
43: shopping_list
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| 75 |
+
44: expiration_date
|
| 76 |
+
45: routing
|
| 77 |
+
46: meal_suggestion
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| 78 |
+
47: tire_change
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| 79 |
+
48: todo_list
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| 80 |
+
49: card_declined
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| 81 |
+
50: rewards_balance
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| 82 |
+
51: change_accent
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| 83 |
+
52: vaccines
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| 84 |
+
53: reminder_update
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| 85 |
+
54: food_last
|
| 86 |
+
55: change_ai_name
|
| 87 |
+
56: bill_due
|
| 88 |
+
57: who_do_you_work_for
|
| 89 |
+
58: share_location
|
| 90 |
+
59: international_visa
|
| 91 |
+
60: calendar
|
| 92 |
+
61: translate
|
| 93 |
+
62: carry_on
|
| 94 |
+
63: book_flight
|
| 95 |
+
64: insurance_change
|
| 96 |
+
65: todo_list_update
|
| 97 |
+
66: timezone
|
| 98 |
+
67: cancel_reservation
|
| 99 |
+
68: transactions
|
| 100 |
+
69: credit_score
|
| 101 |
+
70: report_fraud
|
| 102 |
+
71: spending_history
|
| 103 |
+
72: directions
|
| 104 |
+
73: spelling
|
| 105 |
+
74: insurance
|
| 106 |
+
75: what_is_your_name
|
| 107 |
+
76: reminder
|
| 108 |
+
77: where_are_you_from
|
| 109 |
+
78: distance
|
| 110 |
+
79: payday
|
| 111 |
+
80: flight_status
|
| 112 |
+
81: find_phone
|
| 113 |
+
82: greeting
|
| 114 |
+
83: alarm
|
| 115 |
+
84: order_status
|
| 116 |
+
85: confirm_reservation
|
| 117 |
+
86: cook_time
|
| 118 |
+
87: damaged_card
|
| 119 |
+
88: reset_settings
|
| 120 |
+
89: pin_change
|
| 121 |
+
90: replacement_card_duration
|
| 122 |
+
91: new_card
|
| 123 |
+
92: roll_dice
|
| 124 |
+
93: income
|
| 125 |
+
94: taxes
|
| 126 |
+
95: date
|
| 127 |
+
96: who_made_you
|
| 128 |
+
97: pto_request
|
| 129 |
+
98: tire_pressure
|
| 130 |
+
99: how_old_are_you
|
| 131 |
+
100: rollover_401k
|
| 132 |
+
101: pto_request_status
|
| 133 |
+
102: how_busy
|
| 134 |
+
103: application_status
|
| 135 |
+
104: recipe
|
| 136 |
+
105: calendar_update
|
| 137 |
+
106: play_music
|
| 138 |
+
107: 'yes'
|
| 139 |
+
108: direct_deposit
|
| 140 |
+
109: credit_limit_change
|
| 141 |
+
110: gas
|
| 142 |
+
111: pay_bill
|
| 143 |
+
112: ingredients_list
|
| 144 |
+
113: lost_luggage
|
| 145 |
+
114: goodbye
|
| 146 |
+
115: what_can_i_ask_you
|
| 147 |
+
116: book_hotel
|
| 148 |
+
117: are_you_a_bot
|
| 149 |
+
118: next_song
|
| 150 |
+
119: change_speed
|
| 151 |
+
120: plug_type
|
| 152 |
+
121: maybe
|
| 153 |
+
122: w2
|
| 154 |
+
123: oil_change_when
|
| 155 |
+
124: thank_you
|
| 156 |
+
125: shopping_list_update
|
| 157 |
+
126: pto_balance
|
| 158 |
+
127: order_checks
|
| 159 |
+
128: travel_alert
|
| 160 |
+
129: fun_fact
|
| 161 |
+
130: sync_device
|
| 162 |
+
131: schedule_maintenance
|
| 163 |
+
132: apr
|
| 164 |
+
133: transfer
|
| 165 |
+
134: ingredient_substitution
|
| 166 |
+
135: calories
|
| 167 |
+
136: current_location
|
| 168 |
+
137: international_fees
|
| 169 |
+
138: calculator
|
| 170 |
+
139: definition
|
| 171 |
+
140: next_holiday
|
| 172 |
+
141: update_playlist
|
| 173 |
+
142: mpg
|
| 174 |
+
143: min_payment
|
| 175 |
+
144: change_user_name
|
| 176 |
+
145: restaurant_suggestion
|
| 177 |
+
146: travel_notification
|
| 178 |
+
147: cancel
|
| 179 |
+
148: pto_used
|
| 180 |
+
149: travel_suggestion
|
| 181 |
+
150: change_volume
|
| 182 |
+
splits:
|
| 183 |
+
- name: test
|
| 184 |
+
num_bytes: 286970
|
| 185 |
+
num_examples: 5500
|
| 186 |
+
- name: train
|
| 187 |
+
num_bytes: 394128
|
| 188 |
+
num_examples: 7600
|
| 189 |
+
- name: validation
|
| 190 |
+
num_bytes: 160302
|
| 191 |
+
num_examples: 3100
|
| 192 |
+
download_size: 1702451
|
| 193 |
+
dataset_size: 841400
|
| 194 |
+
- config_name: imbalanced
|
| 195 |
+
features:
|
| 196 |
+
- name: text
|
| 197 |
+
dtype: string
|
| 198 |
+
- name: intent
|
| 199 |
+
dtype:
|
| 200 |
+
class_label:
|
| 201 |
+
names:
|
| 202 |
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0: restaurant_reviews
|
| 203 |
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1: nutrition_info
|
| 204 |
+
2: account_blocked
|
| 205 |
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3: oil_change_how
|
| 206 |
+
4: time
|
| 207 |
+
5: weather
|
| 208 |
+
6: redeem_rewards
|
| 209 |
+
7: interest_rate
|
| 210 |
+
8: gas_type
|
| 211 |
+
9: accept_reservations
|
| 212 |
+
10: smart_home
|
| 213 |
+
11: user_name
|
| 214 |
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12: report_lost_card
|
| 215 |
+
13: repeat
|
| 216 |
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14: whisper_mode
|
| 217 |
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15: what_are_your_hobbies
|
| 218 |
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16: order
|
| 219 |
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17: jump_start
|
| 220 |
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18: schedule_meeting
|
| 221 |
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19: meeting_schedule
|
| 222 |
+
20: freeze_account
|
| 223 |
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21: what_song
|
| 224 |
+
22: meaning_of_life
|
| 225 |
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23: restaurant_reservation
|
| 226 |
+
24: traffic
|
| 227 |
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25: make_call
|
| 228 |
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26: text
|
| 229 |
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27: bill_balance
|
| 230 |
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28: improve_credit_score
|
| 231 |
+
29: change_language
|
| 232 |
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30: 'no'
|
| 233 |
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31: measurement_conversion
|
| 234 |
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32: timer
|
| 235 |
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33: flip_coin
|
| 236 |
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34: do_you_have_pets
|
| 237 |
+
35: balance
|
| 238 |
+
36: tell_joke
|
| 239 |
+
37: last_maintenance
|
| 240 |
+
38: exchange_rate
|
| 241 |
+
39: uber
|
| 242 |
+
40: car_rental
|
| 243 |
+
41: credit_limit
|
| 244 |
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42: oos
|
| 245 |
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43: shopping_list
|
| 246 |
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44: expiration_date
|
| 247 |
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45: routing
|
| 248 |
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46: meal_suggestion
|
| 249 |
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47: tire_change
|
| 250 |
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48: todo_list
|
| 251 |
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49: card_declined
|
| 252 |
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50: rewards_balance
|
| 253 |
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51: change_accent
|
| 254 |
+
52: vaccines
|
| 255 |
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53: reminder_update
|
| 256 |
+
54: food_last
|
| 257 |
+
55: change_ai_name
|
| 258 |
+
56: bill_due
|
| 259 |
+
57: who_do_you_work_for
|
| 260 |
+
58: share_location
|
| 261 |
+
59: international_visa
|
| 262 |
+
60: calendar
|
| 263 |
+
61: translate
|
| 264 |
+
62: carry_on
|
| 265 |
+
63: book_flight
|
| 266 |
+
64: insurance_change
|
| 267 |
+
65: todo_list_update
|
| 268 |
+
66: timezone
|
| 269 |
+
67: cancel_reservation
|
| 270 |
+
68: transactions
|
| 271 |
+
69: credit_score
|
| 272 |
+
70: report_fraud
|
| 273 |
+
71: spending_history
|
| 274 |
+
72: directions
|
| 275 |
+
73: spelling
|
| 276 |
+
74: insurance
|
| 277 |
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75: what_is_your_name
|
| 278 |
+
76: reminder
|
| 279 |
+
77: where_are_you_from
|
| 280 |
+
78: distance
|
| 281 |
+
79: payday
|
| 282 |
+
80: flight_status
|
| 283 |
+
81: find_phone
|
| 284 |
+
82: greeting
|
| 285 |
+
83: alarm
|
| 286 |
+
84: order_status
|
| 287 |
+
85: confirm_reservation
|
| 288 |
+
86: cook_time
|
| 289 |
+
87: damaged_card
|
| 290 |
+
88: reset_settings
|
| 291 |
+
89: pin_change
|
| 292 |
+
90: replacement_card_duration
|
| 293 |
+
91: new_card
|
| 294 |
+
92: roll_dice
|
| 295 |
+
93: income
|
| 296 |
+
94: taxes
|
| 297 |
+
95: date
|
| 298 |
+
96: who_made_you
|
| 299 |
+
97: pto_request
|
| 300 |
+
98: tire_pressure
|
| 301 |
+
99: how_old_are_you
|
| 302 |
+
100: rollover_401k
|
| 303 |
+
101: pto_request_status
|
| 304 |
+
102: how_busy
|
| 305 |
+
103: application_status
|
| 306 |
+
104: recipe
|
| 307 |
+
105: calendar_update
|
| 308 |
+
106: play_music
|
| 309 |
+
107: 'yes'
|
| 310 |
+
108: direct_deposit
|
| 311 |
+
109: credit_limit_change
|
| 312 |
+
110: gas
|
| 313 |
+
111: pay_bill
|
| 314 |
+
112: ingredients_list
|
| 315 |
+
113: lost_luggage
|
| 316 |
+
114: goodbye
|
| 317 |
+
115: what_can_i_ask_you
|
| 318 |
+
116: book_hotel
|
| 319 |
+
117: are_you_a_bot
|
| 320 |
+
118: next_song
|
| 321 |
+
119: change_speed
|
| 322 |
+
120: plug_type
|
| 323 |
+
121: maybe
|
| 324 |
+
122: w2
|
| 325 |
+
123: oil_change_when
|
| 326 |
+
124: thank_you
|
| 327 |
+
125: shopping_list_update
|
| 328 |
+
126: pto_balance
|
| 329 |
+
127: order_checks
|
| 330 |
+
128: travel_alert
|
| 331 |
+
129: fun_fact
|
| 332 |
+
130: sync_device
|
| 333 |
+
131: schedule_maintenance
|
| 334 |
+
132: apr
|
| 335 |
+
133: transfer
|
| 336 |
+
134: ingredient_substitution
|
| 337 |
+
135: calories
|
| 338 |
+
136: current_location
|
| 339 |
+
137: international_fees
|
| 340 |
+
138: calculator
|
| 341 |
+
139: definition
|
| 342 |
+
140: next_holiday
|
| 343 |
+
141: update_playlist
|
| 344 |
+
142: mpg
|
| 345 |
+
143: min_payment
|
| 346 |
+
144: change_user_name
|
| 347 |
+
145: restaurant_suggestion
|
| 348 |
+
146: travel_notification
|
| 349 |
+
147: cancel
|
| 350 |
+
148: pto_used
|
| 351 |
+
149: travel_suggestion
|
| 352 |
+
150: change_volume
|
| 353 |
+
splits:
|
| 354 |
+
- name: test
|
| 355 |
+
num_bytes: 286970
|
| 356 |
+
num_examples: 5500
|
| 357 |
+
- name: train
|
| 358 |
+
num_bytes: 546909
|
| 359 |
+
num_examples: 10625
|
| 360 |
+
- name: validation
|
| 361 |
+
num_bytes: 160302
|
| 362 |
+
num_examples: 3100
|
| 363 |
+
download_size: 2016773
|
| 364 |
+
dataset_size: 994181
|
| 365 |
+
- config_name: plus
|
| 366 |
+
features:
|
| 367 |
+
- name: text
|
| 368 |
+
dtype: string
|
| 369 |
+
- name: intent
|
| 370 |
+
dtype:
|
| 371 |
+
class_label:
|
| 372 |
+
names:
|
| 373 |
+
0: restaurant_reviews
|
| 374 |
+
1: nutrition_info
|
| 375 |
+
2: account_blocked
|
| 376 |
+
3: oil_change_how
|
| 377 |
+
4: time
|
| 378 |
+
5: weather
|
| 379 |
+
6: redeem_rewards
|
| 380 |
+
7: interest_rate
|
| 381 |
+
8: gas_type
|
| 382 |
+
9: accept_reservations
|
| 383 |
+
10: smart_home
|
| 384 |
+
11: user_name
|
| 385 |
+
12: report_lost_card
|
| 386 |
+
13: repeat
|
| 387 |
+
14: whisper_mode
|
| 388 |
+
15: what_are_your_hobbies
|
| 389 |
+
16: order
|
| 390 |
+
17: jump_start
|
| 391 |
+
18: schedule_meeting
|
| 392 |
+
19: meeting_schedule
|
| 393 |
+
20: freeze_account
|
| 394 |
+
21: what_song
|
| 395 |
+
22: meaning_of_life
|
| 396 |
+
23: restaurant_reservation
|
| 397 |
+
24: traffic
|
| 398 |
+
25: make_call
|
| 399 |
+
26: text
|
| 400 |
+
27: bill_balance
|
| 401 |
+
28: improve_credit_score
|
| 402 |
+
29: change_language
|
| 403 |
+
30: 'no'
|
| 404 |
+
31: measurement_conversion
|
| 405 |
+
32: timer
|
| 406 |
+
33: flip_coin
|
| 407 |
+
34: do_you_have_pets
|
| 408 |
+
35: balance
|
| 409 |
+
36: tell_joke
|
| 410 |
+
37: last_maintenance
|
| 411 |
+
38: exchange_rate
|
| 412 |
+
39: uber
|
| 413 |
+
40: car_rental
|
| 414 |
+
41: credit_limit
|
| 415 |
+
42: oos
|
| 416 |
+
43: shopping_list
|
| 417 |
+
44: expiration_date
|
| 418 |
+
45: routing
|
| 419 |
+
46: meal_suggestion
|
| 420 |
+
47: tire_change
|
| 421 |
+
48: todo_list
|
| 422 |
+
49: card_declined
|
| 423 |
+
50: rewards_balance
|
| 424 |
+
51: change_accent
|
| 425 |
+
52: vaccines
|
| 426 |
+
53: reminder_update
|
| 427 |
+
54: food_last
|
| 428 |
+
55: change_ai_name
|
| 429 |
+
56: bill_due
|
| 430 |
+
57: who_do_you_work_for
|
| 431 |
+
58: share_location
|
| 432 |
+
59: international_visa
|
| 433 |
+
60: calendar
|
| 434 |
+
61: translate
|
| 435 |
+
62: carry_on
|
| 436 |
+
63: book_flight
|
| 437 |
+
64: insurance_change
|
| 438 |
+
65: todo_list_update
|
| 439 |
+
66: timezone
|
| 440 |
+
67: cancel_reservation
|
| 441 |
+
68: transactions
|
| 442 |
+
69: credit_score
|
| 443 |
+
70: report_fraud
|
| 444 |
+
71: spending_history
|
| 445 |
+
72: directions
|
| 446 |
+
73: spelling
|
| 447 |
+
74: insurance
|
| 448 |
+
75: what_is_your_name
|
| 449 |
+
76: reminder
|
| 450 |
+
77: where_are_you_from
|
| 451 |
+
78: distance
|
| 452 |
+
79: payday
|
| 453 |
+
80: flight_status
|
| 454 |
+
81: find_phone
|
| 455 |
+
82: greeting
|
| 456 |
+
83: alarm
|
| 457 |
+
84: order_status
|
| 458 |
+
85: confirm_reservation
|
| 459 |
+
86: cook_time
|
| 460 |
+
87: damaged_card
|
| 461 |
+
88: reset_settings
|
| 462 |
+
89: pin_change
|
| 463 |
+
90: replacement_card_duration
|
| 464 |
+
91: new_card
|
| 465 |
+
92: roll_dice
|
| 466 |
+
93: income
|
| 467 |
+
94: taxes
|
| 468 |
+
95: date
|
| 469 |
+
96: who_made_you
|
| 470 |
+
97: pto_request
|
| 471 |
+
98: tire_pressure
|
| 472 |
+
99: how_old_are_you
|
| 473 |
+
100: rollover_401k
|
| 474 |
+
101: pto_request_status
|
| 475 |
+
102: how_busy
|
| 476 |
+
103: application_status
|
| 477 |
+
104: recipe
|
| 478 |
+
105: calendar_update
|
| 479 |
+
106: play_music
|
| 480 |
+
107: 'yes'
|
| 481 |
+
108: direct_deposit
|
| 482 |
+
109: credit_limit_change
|
| 483 |
+
110: gas
|
| 484 |
+
111: pay_bill
|
| 485 |
+
112: ingredients_list
|
| 486 |
+
113: lost_luggage
|
| 487 |
+
114: goodbye
|
| 488 |
+
115: what_can_i_ask_you
|
| 489 |
+
116: book_hotel
|
| 490 |
+
117: are_you_a_bot
|
| 491 |
+
118: next_song
|
| 492 |
+
119: change_speed
|
| 493 |
+
120: plug_type
|
| 494 |
+
121: maybe
|
| 495 |
+
122: w2
|
| 496 |
+
123: oil_change_when
|
| 497 |
+
124: thank_you
|
| 498 |
+
125: shopping_list_update
|
| 499 |
+
126: pto_balance
|
| 500 |
+
127: order_checks
|
| 501 |
+
128: travel_alert
|
| 502 |
+
129: fun_fact
|
| 503 |
+
130: sync_device
|
| 504 |
+
131: schedule_maintenance
|
| 505 |
+
132: apr
|
| 506 |
+
133: transfer
|
| 507 |
+
134: ingredient_substitution
|
| 508 |
+
135: calories
|
| 509 |
+
136: current_location
|
| 510 |
+
137: international_fees
|
| 511 |
+
138: calculator
|
| 512 |
+
139: definition
|
| 513 |
+
140: next_holiday
|
| 514 |
+
141: update_playlist
|
| 515 |
+
142: mpg
|
| 516 |
+
143: min_payment
|
| 517 |
+
144: change_user_name
|
| 518 |
+
145: restaurant_suggestion
|
| 519 |
+
146: travel_notification
|
| 520 |
+
147: cancel
|
| 521 |
+
148: pto_used
|
| 522 |
+
149: travel_suggestion
|
| 523 |
+
150: change_volume
|
| 524 |
+
splits:
|
| 525 |
+
- name: test
|
| 526 |
+
num_bytes: 286970
|
| 527 |
+
num_examples: 5500
|
| 528 |
+
- name: train
|
| 529 |
+
num_bytes: 791255
|
| 530 |
+
num_examples: 15250
|
| 531 |
+
- name: validation
|
| 532 |
+
num_bytes: 160302
|
| 533 |
+
num_examples: 3100
|
| 534 |
+
download_size: 2509789
|
| 535 |
+
dataset_size: 1238527
|
| 536 |
---
|
| 537 |
|
| 538 |
# Dataset Card for CLINC150
|
| 847 |
```
|
| 848 |
### Contributions
|
| 849 |
|
| 850 |
+
Thanks to [@sumanthd17](https://github.com/sumanthd17) for adding this dataset.
|