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fewshot-1example-per-nonoos/oos_100notoos.txt

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+Example 1:
+Question: "set an alarm"
+Category:
+{{
+  "category": "alarm",
+  "confidence": 77.36
+}}
+
+Example 2:
+Question: "how long to process my credit card application"
+Category:
+{{
+  "category": "application_status",
+  "confidence": 2.46
+}}
+
+Example 3:
+Question: "do you know the apr on my chase credit card"
+Category:
+{{
+  "category": "apr",
+  "confidence": 66.48
+}}
+
+Example 4:
+Question: "let me know if you are a human or are a computer"
+Category:
+{{
+  "category": "are_you_a_bot",
+  "confidence": 62.46
+}}
+
+Example 5:
+Question: "tell me where i can find my exterminator bill's due date"
+Category:
+{{
+  "category": "bill_due",
+  "confidence": 61.48
+}}
+
+Example 6:
+Question: "would you give me available flights out of dallas to miami on june 8 for under $340"
+Category:
+{{
+  "category": "book_flight",
+  "confidence": 24.19
+}}
+
+Example 7:
+Question: "book me a hotel in seattle near the space needle from march 3rd to 5th"
+Category:
+{{
+  "category": "book_hotel",
+  "confidence": 18.13
+}}
+
+Example 8:
+Question: "what is 592 minus 124"
+Category:
+{{
+  "category": "calculator",
+  "confidence": 28.79
+}}
+
+Example 9:
+Question: "did i mark the mechanic's appointment on my calendar"
+Category:
+{{
+  "category": "calendar",
+  "confidence": 11.1
+}}
+
+Example 10:
+Question: "can you remove that event from my calendar, please"
+Category:
+{{
+  "category": "calendar_update",
+  "confidence": 6.05
+}}
+
+Example 11:
+Question: "how many calories are in a piece of bacon"
+Category:
+{{
+  "category": "calories",
+  "confidence": 37.09
+}}
+
+Example 12:
+Question: "i want you to stop your present action"
+Category:
+{{
+  "category": "cancel",
+  "confidence": 4.06
+}}
+
+Example 13:
+Question: "nix that reservation for 4 at strip house"
+Category:
+{{
+  "category": "cancel_reservation",
+  "confidence": 6.84
+}}
+
+Example 14:
+Question: "what are the requirements for carry on on flights with united airlines"
+Category:
+{{
+  "category": "carry_on",
+  "confidence": 57.05
+}}
+
+Example 15:
+Question: "change to a different accent"
+Category:
+{{
+  "category": "change_accent",
+  "confidence": 3.16
+}}
+
+Example 16:
+Question: "from now on, your name will be buttercup"
+Category:
+{{
+  "category": "change_ai_name",
+  "confidence": 68.28
+}}
+
+Example 17:
+Question: "can you not talk so fast"
+Category:
+{{
+  "category": "change_speed",
+  "confidence": 14.5
+}}
+
+Example 18:
+Question: "i need to change my name to something else for you to call me"
+Category:
+{{
+  "category": "change_user_name",
+  "confidence": 34.9
+}}
+
+Example 19:
+Question: "turn up the volume level to 4"
+Category:
+{{
+  "category": "change_volume",
+  "confidence": 2.14
+}}
+
+Example 20:
+Question: "can you verify mike has a reservation at black rock at 6 pm"
+Category:
+{{
+  "category": "confirm_reservation",
+  "confidence": 24.49
+}}
+
+Example 21:
+Question: "how long should i bake the brownies for"
+Category:
+{{
+  "category": "cook_time",
+  "confidence": 77.2
+}}
+
+Example 22:
+Question: "can you increase my credit limit to one thousand dollars"
+Category:
+{{
+  "category": "credit_limit_change",
+  "confidence": 19.51
+}}
+
+Example 23:
+Question: "how do i find out what my credit score is"
+Category:
+{{
+  "category": "credit_score",
+  "confidence": 84.49
+}}
+
+Example 24:
+Question: "check me out on the map"
+Category:
+{{
+  "category": "current_location",
+  "confidence": 28.16
+}}
+
+Example 25:
+Question: "i accidentally deactivated the magnetic stripe on my visa debit card and i need to report it"
+Category:
+{{
+  "category": "damaged_card",
+  "confidence": 67.64
+}}
+
+Example 26:
+Question: "date please"
+Category:
+{{
+  "category": "date",
+  "confidence": 65.15
+}}
+
+Example 27:
+Question: "what does indignation mean"
+Category:
+{{
+  "category": "definition",
+  "confidence": 31.91
+}}
+
+Example 28:
+Question: "how do i get my paycheck direct deposited to my chase account"
+Category:
+{{
+  "category": "direct_deposit",
+  "confidence": 62.87
+}}
+
+Example 29:
+Question: "how do i get to the subway by foot"
+Category:
+{{
+  "category": "directions",
+  "confidence": 95.87
+}}
+
+Example 30:
+Question: "i need a time update on the applebees trip"
+Category:
+{{
+  "category": "distance",
+  "confidence": 33.8
+}}
+
+Example 31:
+Question: "please help me find my lost phone"
+Category:
+{{
+  "category": "find_phone",
+  "confidence": 28.53
+}}
+
+Example 32:
+Question: "tell me what time my flight ought to be landing"
+Category:
+{{
+  "category": "flight_status",
+  "confidence": 75.33
+}}
+
+Example 33:
+Question: "how long can i keep beef in the freezer for before it gets nasty"
+Category:
+{{
+  "category": "food_last",
+  "confidence": 3.67
+}}
+
+Example 34:
+Question: "help me learn something intriguing about turtles"
+Category:
+{{
+  "category": "fun_fact",
+  "confidence": 98.02
+}}
+
+Example 35:
+Question: "what level is my gas at"
+Category:
+{{
+  "category": "gas",
+  "confidence": 93.29
+}}
+
+Example 36:
+Question: "it was a pleasure talking to you"
+Category:
+{{
+  "category": "goodbye",
+  "confidence": 75.18
+}}
+
+Example 37:
+Question: "hey"
+Category:
+{{
+  "category": "greeting",
+  "confidence": 81.46
+}}
+
+Example 38:
+Question: "how long is the restaurant line before we go"
+Category:
+{{
+  "category": "how_busy",
+  "confidence": 68.83
+}}
+
+Example 39:
+Question: "how old is al"
+Category:
+{{
+  "category": "how_old_are_you",
+  "confidence": 40.61
+}}
+
+Example 40:
+Question: "i want income data"
+Category:
+{{
+  "category": "income",
+  "confidence": 32.3
+}}
+
+Example 41:
+Question: "alternatives to white wine in food"
+Category:
+{{
+  "category": "ingredient_substitution",
+  "confidence": 84.3
+}}
+
+Example 42:
+Question: "what are all of the ingredients for brownies from scratch"
+Category:
+{{
+  "category": "ingredients_list",
+  "confidence": 18.45
+}}
+
+Example 43:
+Question: "tell me about my health benefits"
+Category:
+{{
+  "category": "insurance",
+  "confidence": 62.6
+}}
+
+Example 44:
+Question: "what rental insurance policy do you recommend"
+Category:
+{{
+  "category": "insurance_change",
+  "confidence": 88.16
+}}
+
+Example 45:
+Question: "are there extra fees for using my card in mexico"
+Category:
+{{
+  "category": "international_fees",
+  "confidence": 40.45
+}}
+
+Example 46:
+Question: "does france have their own version of a visa"
+Category:
+{{
+  "category": "international_visa",
+  "confidence": 50.95
+}}
+
+Example 47:
+Question: "what steps should i follow if i lost my luggage"
+Category:
+{{
+  "category": "lost_luggage",
+  "confidence": 84.85
+}}
+
+Example 48:
+Question: "i have no knowledge about it"
+Category:
+{{
+  "category": "maybe",
+  "confidence": 96.63
+}}
+
+Example 49:
+Question: "what is the minimum payment for my credit card bill"
+Category:
+{{
+  "category": "min_payment",
+  "confidence": 82.25
+}}
+
+Example 50:
+Question: "how far can i go on one tank of gas"
+Category:
+{{
+  "category": "mpg",
+  "confidence": 63.79
+}}
+
+Example 51:
+Question: "list the steps for applying for an american express card"
+Category:
+{{
+  "category": "new_card",
+  "confidence": 54.46
+}}
+
+Example 52:
+Question: "what's the wait period until the next day off"
+Category:
+{{
+  "category": "next_holiday",
+  "confidence": 16.63
+}}
+
+Example 53:
+Question: "can you skip this song and go to the next one"
+Category:
+{{
+  "category": "next_song",
+  "confidence": 89.41
+}}
+
+Example 54:
+Question: "when should i get my next oil change"
+Category:
+{{
+  "category": "oil_change_when",
+  "confidence": 2.98
+}}
+
+Example 55:
+Question: "how do i order some more checks for my chase account"
+Category:
+{{
+  "category": "order_checks",
+  "confidence": 1.61
+}}
+
+Example 56:
+Question: "can you see if my order was delivered"
+Category:
+{{
+  "category": "order_status",
+  "confidence": 23.12
+}}
+
+Example 57:
+Question: "can you assist me in paying my electric bill"
+Category:
+{{
+  "category": "pay_bill",
+  "confidence": 97.87
+}}
+
+Example 58:
+Question: "what day can i expect to receive payment on"
+Category:
+{{
+  "category": "payday",
+  "confidence": 66.88
+}}
+
+Example 59:
+Question: "i want a new pin for my savings account"
+Category:
+{{
+  "category": "pin_change",
+  "confidence": 74.91
+}}
+
+Example 60:
+Question: "rock music playlist"
+Category:
+{{
+  "category": "play_music",
+  "confidence": 15.3
+}}
+
+Example 61:
+Question: "do i need a plug converter when i visit belgium"
+Category:
+{{
+  "category": "plug_type",
+  "confidence": 37.43
+}}
+
+Example 62:
+Question: "what number of vacation days remain for me"
+Category:
+{{
+  "category": "pto_balance",
+  "confidence": 74.9
+}}
+
+Example 63:
+Question: "can you schedule a vacation for next week"
+Category:
+{{
+  "category": "pto_request",
+  "confidence": 4.81
+}}
+
+Example 64:
+Question: "did you hear back about my day off request"
+Category:
+{{
+  "category": "pto_request_status",
+  "confidence": 54.63
+}}
+
+Example 65:
+Question: "how many days off have i used"
+Category:
+{{
+  "category": "pto_used",
+  "confidence": 65.08
+}}
+
+Example 66:
+Question: "how do i make shrimp"
+Category:
+{{
+  "category": "recipe",
+  "confidence": 48.27
+}}
+
+Example 67:
+Question: "what did i want to remember"
+Category:
+{{
+  "category": "reminder",
+  "confidence": 10.83
+}}
+
+Example 68:
+Question: "i need to be reminded to pray"
+Category:
+{{
+  "category": "reminder_update",
+  "confidence": 72.66
+}}
+
+Example 69:
+Question: "what is the time frame for sending a customer who lost their credit card a new one"
+Category:
+{{
+  "category": "replacement_card_duration",
+  "confidence": 40.21
+}}
+
+Example 70:
+Question: "i don't remember buying this"
+Category:
+{{
+  "category": "report_fraud",
+  "confidence": 29.45
+}}
+
+Example 71:
+Question: "your factory settings need to be reset"
+Category:
+{{
+  "category": "reset_settings",
+  "confidence": 38.17
+}}
+
+Example 72:
+Question: "are there any good places in cleveland that serve clams"
+Category:
+{{
+  "category": "restaurant_suggestion",
+  "confidence": 60.76
+}}
+
+Example 73:
+Question: "roll five sided dice"
+Category:
+{{
+  "category": "roll_dice",
+  "confidence": 51.41
+}}
+
+Example 74:
+Question: "what's up with my 401k and will it roll over"
+Category:
+{{
+  "category": "rollover_401k",
+  "confidence": 53.58
+}}
+
+Example 75:
+Question: "can i schedule a car repair"
+Category:
+{{
+  "category": "schedule_maintenance",
+  "confidence": 51.71
+}}
+
+Example 76:
+Question: "let lucy know my gps coordinates"
+Category:
+{{
+  "category": "share_location",
+  "confidence": 10.47
+}}
+
+Example 77:
+Question: "please put silverware on my list for shopping"
+Category:
+{{
+  "category": "shopping_list_update",
+  "confidence": 66.96
+}}
+
+Example 78:
+Question: "i don't know how to spell apparently"
+Category:
+{{
+  "category": "spelling",
+  "confidence": 24.1
+}}
+
+Example 79:
+Question: "did i go out to eat more than usual"
+Category:
+{{
+  "category": "spending_history",
+  "confidence": 25.26
+}}
+
+Example 80:
+Question: "please link with my phone"
+Category:
+{{
+  "category": "sync_device",
+  "confidence": 24.46
+}}
+
+Example 81:
+Question: "what does my federal tax return look like"
+Category:
+{{
+  "category": "taxes",
+  "confidence": 51.58
+}}
+
+Example 82:
+Question: "thanks for your cooperation"
+Category:
+{{
+  "category": "thank_you",
+  "confidence": 21.43
+}}
+
+Example 83:
+Question: "timezone currently in mobile"
+Category:
+{{
+  "category": "timezone",
+  "confidence": 90.35
+}}
+
+Example 84:
+Question: "are my tires low on air"
+Category:
+{{
+  "category": "tire_pressure",
+  "confidence": 25.24
+}}
+
+Example 85:
+Question: "let's go ahead and scratch laundry off my to do list, please!"
+Category:
+{{
+  "category": "todo_list_update",
+  "confidence": 29.97
+}}
+
+Example 86:
+Question: "what transactions did i put on my visa last month"
+Category:
+{{
+  "category": "transactions",
+  "confidence": 6.39
+}}
+
+Example 87:
+Question: "please move $100 from my checking to saving account"
+Category:
+{{
+  "category": "transfer",
+  "confidence": 58.59
+}}
+
+Example 88:
+Question: "how do you say thank you in german"
+Category:
+{{
+  "category": "translate",
+  "confidence": 55.94
+}}
+
+Example 89:
+Question: "is it safe to travel to iceland"
+Category:
+{{
+  "category": "travel_alert",
+  "confidence": 84.67
+}}
+
+Example 90:
+Question: "i am going to south america, let my bank know"
+Category:
+{{
+  "category": "travel_notification",
+  "confidence": 72.07
+}}
+
+Example 91:
+Question: "what are some fun local experiences in canada"
+Category:
+{{
+  "category": "travel_suggestion",
+  "confidence": 38.82
+}}
+
+Example 92:
+Question: "put this song in vibes playlist"
+Category:
+{{
+  "category": "update_playlist",
+  "confidence": 23.55
+}}
+
+Example 93:
+Question: "list all the shots i need to travel to france"
+Category:
+{{
+  "category": "vaccines",
+  "confidence": 20.48
+}}
+
+Example 94:
+Question: "who has the tax form that has my wage informaton"
+Category:
+{{
+  "category": "w2",
+  "confidence": 83.85
+}}
+
+Example 95:
+Question: "what are you able to help me with"
+Category:
+{{
+  "category": "what_can_i_ask_you",
+  "confidence": 39.96
+}}
+
+Example 96:
+Question: "do you have a nickname"
+Category:
+{{
+  "category": "what_is_your_name",
+  "confidence": 22.68
+}}
+
+Example 97:
+Question: "where is your country of origin"
+Category:
+{{
+  "category": "where_are_you_from",
+  "confidence": 29.37
+}}
+
+Example 98:
+Question: "what is the name of the place you work at"
+Category:
+{{
+  "category": "who_do_you_work_for",
+  "confidence": 56.4
+}}
+
+Example 99:
+Question: "which company made you"
+Category:
+{{
+  "category": "who_made_you",
+  "confidence": 18.75
+}}
+
+Example 100:
+Question: "that appears true"
+Category:
+{{
+  "category": "yes",
+  "confidence": 64.46
+}}

fewshot-1example-per-nonoos/oos_10notoos.txt

@@ -0,0 +1,79 @@
+Example 1:
+Question: "please be quiet now"
+Category:
+{{
+  "category": "cancel",
+  "confidence": 48.74
+}}
+
+Example 2:
+Question: "hi, i'm john"
+Category:
+{{
+  "category": "change_user_name",
+  "confidence": 85.96
+}}
+
+Example 3:
+Question: "please turn your speaker volume up"
+Category:
+{{
+  "category": "change_volume",
+  "confidence": 86.02
+}}
+
+Example 4:
+Question: "what is my minimum verizon bill payment"
+Category:
+{{
+  "category": "min_payment",
+  "confidence": 78.8
+}}
+
+Example 5:
+Question: "what is my car's mpg"
+Category:
+{{
+  "category": "mpg",
+  "confidence": 6.57
+}}
+
+Example 6:
+Question: "so far, how many days off have i taken"
+Category:
+{{
+  "category": "pto_used",
+  "confidence": 11.7
+}}
+
+Example 7:
+Question: "i am hungry and need a restaurant suggestion"
+Category:
+{{
+  "category": "restaurant_suggestion",
+  "confidence": 0.07
+}}
+
+Example 8:
+Question: "please let my bank know that i will be visiting spain from june 12th to the 24th"
+Category:
+{{
+  "category": "travel_notification",
+  "confidence": 11.03
+}}
+
+Example 9:
+Question: "tell me some fun activities to do in oklahoma city"
+Category:
+{{
+  "category": "travel_suggestion",
+  "confidence": 10.17
+}}
+
+Example 10:
+Question: "can you help me add the song i listen to to my clutch playlist"
+Category:
+{{
+  "category": "update_playlist",
+  "confidence": 89.96
+}}

fewshot-1example-per-nonoos/oos_120notoos.txt

@@ -0,0 +1,959 @@
+Example 1:
+Question: "set an alarm"
+Category:
+{{
+  "category": "alarm",
+  "confidence": 94.75
+}}
+
+Example 2:
+Question: "how long to process my credit card application"
+Category:
+{{
+  "category": "application_status",
+  "confidence": 99.34
+}}
+
+Example 3:
+Question: "do you know the apr on my chase credit card"
+Category:
+{{
+  "category": "apr",
+  "confidence": 52.58
+}}
+
+Example 4:
+Question: "let me know if you are a human or are a computer"
+Category:
+{{
+  "category": "are_you_a_bot",
+  "confidence": 51.1
+}}
+
+Example 5:
+Question: "what do i have in my bank accounts right now"
+Category:
+{{
+  "category": "balance",
+  "confidence": 42.07
+}}
+
+Example 6:
+Question: "what day is the bill due"
+Category:
+{{
+  "category": "bill_due",
+  "confidence": 14.38
+}}
+
+Example 7:
+Question: "i need to get a flight out of seattle to dulles next week for under $500"
+Category:
+{{
+  "category": "book_flight",
+  "confidence": 6.13
+}}
+
+Example 8:
+Question: "i need a hotel between january 1st through 3rd in jacksonville near the stadium"
+Category:
+{{
+  "category": "book_hotel",
+  "confidence": 67.73
+}}
+
+Example 9:
+Question: "what is 25% of $54,788"
+Category:
+{{
+  "category": "calculator",
+  "confidence": 59.28
+}}
+
+Example 10:
+Question: "are there any active events for march 4th 2019"
+Category:
+{{
+  "category": "calendar",
+  "confidence": 72.5
+}}
+
+Example 11:
+Question: "i need to remove an event from my calendar"
+Category:
+{{
+  "category": "calendar_update",
+  "confidence": 67.82
+}}
+
+Example 12:
+Question: "looks up the calories in cheetos"
+Category:
+{{
+  "category": "calories",
+  "confidence": 51.99
+}}
+
+Example 13:
+Question: "how to cancel"
+Category:
+{{
+  "category": "cancel",
+  "confidence": 96.72
+}}
+
+Example 14:
+Question: "cancel my reservation with carl at umami"
+Category:
+{{
+  "category": "cancel_reservation",
+  "confidence": 89.82
+}}
+
+Example 15:
+Question: "how can i rent a car in las vegas"
+Category:
+{{
+  "category": "car_rental",
+  "confidence": 99.12
+}}
+
+Example 16:
+Question: "my card was declined yesterday, why"
+Category:
+{{
+  "category": "card_declined",
+  "confidence": 76.1
+}}
+
+Example 17:
+Question: "i am flying to finland and wanna know the carry-on rules"
+Category:
+{{
+  "category": "carry_on",
+  "confidence": 23.32
+}}
+
+Example 18:
+Question: "change the accent you're speaking in"
+Category:
+{{
+  "category": "change_accent",
+  "confidence": 57.63
+}}
+
+Example 19:
+Question: "please open a call to my mother"
+Category:
+{{
+  "category": "change_ai_name",
+  "confidence": 81.78
+}}
+
+Example 20:
+Question: "how do i change the speed of my ai's voice"
+Category:
+{{
+  "category": "change_speed",
+  "confidence": 90.06
+}}
+
+Example 21:
+Question: "i'd like you to address me as lord snugglebottom"
+Category:
+{{
+  "category": "change_user_name",
+  "confidence": 4.54
+}}
+
+Example 22:
+Question: "set the volume at 4 for me please"
+Category:
+{{
+  "category": "change_volume",
+  "confidence": 33.06
+}}
+
+Example 23:
+Question: "will you confirm my reservation for red robin at 10"
+Category:
+{{
+  "category": "confirm_reservation",
+  "confidence": 12.72
+}}
+
+Example 24:
+Question: "how long do you need to bake chicken for it to be safe to eat"
+Category:
+{{
+  "category": "cook_time",
+  "confidence": 91.82
+}}
+
+Example 25:
+Question: "tell me my hsbc card credit limit"
+Category:
+{{
+  "category": "credit_limit",
+  "confidence": 5.66
+}}
+
+Example 26:
+Question: "when can i change my credit limit"
+Category:
+{{
+  "category": "credit_limit_change",
+  "confidence": 2.02
+}}
+
+Example 27:
+Question: "how is my credit looking"
+Category:
+{{
+  "category": "credit_score",
+  "confidence": 6.31
+}}
+
+Example 28:
+Question: "how will i find my current location"
+Category:
+{{
+  "category": "current_location",
+  "confidence": 63.15
+}}
+
+Example 29:
+Question: "my card is damaged"
+Category:
+{{
+  "category": "damaged_card",
+  "confidence": 83.21
+}}
+
+Example 30:
+Question: "today is what date"
+Category:
+{{
+  "category": "date",
+  "confidence": 22.72
+}}
+
+Example 31:
+Question: "i want to know what trenchant means"
+Category:
+{{
+  "category": "definition",
+  "confidence": 50.59
+}}
+
+Example 32:
+Question: "what is needed to set up direct deposit"
+Category:
+{{
+  "category": "direct_deposit",
+  "confidence": 24.65
+}}
+
+Example 33:
+Question: "how do i get to the court house on foot"
+Category:
+{{
+  "category": "directions",
+  "confidence": 33.53
+}}
+
+Example 34:
+Question: "how much time will riding the bus to downtown take"
+Category:
+{{
+  "category": "distance",
+  "confidence": 14.37
+}}
+
+Example 35:
+Question: "kind of what pets do you have"
+Category:
+{{
+  "category": "do_you_have_pets",
+  "confidence": 67.74
+}}
+
+Example 36:
+Question: "how many dollars is 20 yen worth"
+Category:
+{{
+  "category": "exchange_rate",
+  "confidence": 31.89
+}}
+
+Example 37:
+Question: "when do i need a new credit card"
+Category:
+{{
+  "category": "expiration_date",
+  "confidence": 39.73
+}}
+
+Example 38:
+Question: "help me figure out where my cell phone is"
+Category:
+{{
+  "category": "find_phone",
+  "confidence": 30.69
+}}
+
+Example 39:
+Question: "what time is my flight scheduled to leave"
+Category:
+{{
+  "category": "flight_status",
+  "confidence": 25.43
+}}
+
+Example 40:
+Question: "flip a coin, i call tails"
+Category:
+{{
+  "category": "flip_coin",
+  "confidence": 16.52
+}}
+
+Example 41:
+Question: "what's the expiration for steak"
+Category:
+{{
+  "category": "food_last",
+  "confidence": 11.94
+}}
+
+Example 42:
+Question: "say trivia about lebron james"
+Category:
+{{
+  "category": "fun_fact",
+  "confidence": 73.21
+}}
+
+Example 43:
+Question: "where is my gas tank located"
+Category:
+{{
+  "category": "gas",
+  "confidence": 82.14
+}}
+
+Example 44:
+Question: "adios"
+Category:
+{{
+  "category": "goodbye",
+  "confidence": 53.83
+}}
+
+Example 45:
+Question: "are you well"
+Category:
+{{
+  "category": "greeting",
+  "confidence": 92.03
+}}
+
+Example 46:
+Question: "what's the typical wait time at red lobster"
+Category:
+{{
+  "category": "how_busy",
+  "confidence": 86.86
+}}
+
+Example 47:
+Question: "how old are you ai"
+Category:
+{{
+  "category": "how_old_are_you",
+  "confidence": 39.27
+}}
+
+Example 48:
+Question: "i need more information about my income"
+Category:
+{{
+  "category": "income",
+  "confidence": 57.16
+}}
+
+Example 49:
+Question: "can i substitute butter for margarine"
+Category:
+{{
+  "category": "ingredient_substitution",
+  "confidence": 79.59
+}}
+
+Example 50:
+Question: "what ingredients do i need for chicken breast"
+Category:
+{{
+  "category": "ingredients_list",
+  "confidence": 71.68
+}}
+
+Example 51:
+Question: "please tell me what's provided in my health benefits"
+Category:
+{{
+  "category": "insurance",
+  "confidence": 29.93
+}}
+
+Example 52:
+Question: "do you know how i can change my insurance policy"
+Category:
+{{
+  "category": "insurance_change",
+  "confidence": 42.62
+}}
+
+Example 53:
+Question: "using my card in tulsa won't cause me to be charged extra will it"
+Category:
+{{
+  "category": "international_fees",
+  "confidence": 3.77
+}}
+
+Example 54:
+Question: "do i need to apply for a visa for my trip to india"
+Category:
+{{
+  "category": "international_visa",
+  "confidence": 37.31
+}}
+
+Example 55:
+Question: "when did i take my car to the shop last"
+Category:
+{{
+  "category": "last_maintenance",
+  "confidence": 36.4
+}}
+
+Example 56:
+Question: "i'm waiting for my luggage in the airport now but it's been a while and it's still not arrived"
+Category:
+{{
+  "category": "lost_luggage",
+  "confidence": 76.86
+}}
+
+Example 57:
+Question: "i dunno"
+Category:
+{{
+  "category": "maybe",
+  "confidence": 88.92
+}}
+
+Example 58:
+Question: "i want to eat something from turkey"
+Category:
+{{
+  "category": "meal_suggestion",
+  "confidence": 69.31
+}}
+
+Example 59:
+Question: "how do you convert ounces to pounds"
+Category:
+{{
+  "category": "measurement_conversion",
+  "confidence": 80.27
+}}
+
+Example 60:
+Question: "what is the minimum i can pay for the gas bill"
+Category:
+{{
+  "category": "min_payment",
+  "confidence": 11.03
+}}
+
+Example 61:
+Question: "what is the city fuel efficiency for this car"
+Category:
+{{
+  "category": "mpg",
+  "confidence": 64.99
+}}
+
+Example 62:
+Question: "i must apply for a new credit card"
+Category:
+{{
+  "category": "new_card",
+  "confidence": 67.21
+}}
+
+Example 63:
+Question: "tell me when i will next have the day off"
+Category:
+{{
+  "category": "next_holiday",
+  "confidence": 3.67
+}}
+
+Example 64:
+Question: "take me to the next song on this playlist"
+Category:
+{{
+  "category": "next_song",
+  "confidence": 65.65
+}}
+
+Example 65:
+Question: "ill pass"
+Category:
+{{
+  "category": "no",
+  "confidence": 70.21
+}}
+
+Example 66:
+Question: "when does my oil need to be changed"
+Category:
+{{
+  "category": "oil_change_when",
+  "confidence": 58.74
+}}
+
+Example 67:
+Question: "could i get some more checkbooks sent to me, please"
+Category:
+{{
+  "category": "order_checks",
+  "confidence": 58.94
+}}
+
+Example 68:
+Question: "what is the status of my most recent order"
+Category:
+{{
+  "category": "order_status",
+  "confidence": 91.48
+}}
+
+Example 69:
+Question: "i have to pay my water bill but need help doing it"
+Category:
+{{
+  "category": "pay_bill",
+  "confidence": 21.55
+}}
+
+Example 70:
+Question: "what day's my pay coming next"
+Category:
+{{
+  "category": "payday",
+  "confidence": 51.56
+}}
+
+Example 71:
+Question: "make my pin 1234 for my checking account"
+Category:
+{{
+  "category": "pin_change",
+  "confidence": 3.53
+}}
+
+Example 72:
+Question: "please play that song that goes, "starships were meant to fly"
+Category:
+{{
+  "category": "play_music",
+  "confidence": 67.45
+}}
+
+Example 73:
+Question: "will i need to have a plug converter when i visit madrid"
+Category:
+{{
+  "category": "plug_type",
+  "confidence": 1.04
+}}
+
+Example 74:
+Question: "how many days for vacation do i have left"
+Category:
+{{
+  "category": "pto_balance",
+  "confidence": 60.84
+}}
+
+Example 75:
+Question: "how can i make a vacation request"
+Category:
+{{
+  "category": "pto_request",
+  "confidence": 75.92
+}}
+
+Example 76:
+Question: "what is the news on my vacation request"
+Category:
+{{
+  "category": "pto_request_status",
+  "confidence": 52.86
+}}
+
+Example 77:
+Question: "i need to know how much of my pto has been used at this point"
+Category:
+{{
+  "category": "pto_used",
+  "confidence": 14.92
+}}
+
+Example 78:
+Question: "how do i make a taco that's worth eating"
+Category:
+{{
+  "category": "recipe",
+  "confidence": 46.09
+}}
+
+Example 79:
+Question: "i would like to hear you read my reminder list to me"
+Category:
+{{
+  "category": "reminder",
+  "confidence": 19.08
+}}
+
+Example 80:
+Question: "remind me to call my mother saturday morning"
+Category:
+{{
+  "category": "reminder_update",
+  "confidence": 35.81
+}}
+
+Example 81:
+Question: "how long should i expect to wait for my new card in the mail"
+Category:
+{{
+  "category": "replacement_card_duration",
+  "confidence": 45.42
+}}
+
+Example 82:
+Question: "can you report credit card fraud for me"
+Category:
+{{
+  "category": "report_fraud",
+  "confidence": 81.56
+}}
+
+Example 83:
+Question: "go back to factory settings"
+Category:
+{{
+  "category": "reset_settings",
+  "confidence": 46.68
+}}
+
+Example 84:
+Question: "can you find a keto friendly restaurant"
+Category:
+{{
+  "category": "restaurant_suggestion",
+  "confidence": 27.27
+}}
+
+Example 85:
+Question: "how many points do i have on my mastercard"
+Category:
+{{
+  "category": "rewards_balance",
+  "confidence": 66.56
+}}
+
+Example 86:
+Question: "can you roll a dice with 6 sides"
+Category:
+{{
+  "category": "roll_dice",
+  "confidence": 30.5
+}}
+
+Example 87:
+Question: "can i move my 401k to an ira"
+Category:
+{{
+  "category": "rollover_401k",
+  "confidence": 85.01
+}}
+
+Example 88:
+Question: "what's the routing number for my bank of the west account"
+Category:
+{{
+  "category": "routing",
+  "confidence": 23.94
+}}
+
+Example 89:
+Question: "i need to get my tired checked at one of the location"
+Category:
+{{
+  "category": "schedule_maintenance",
+  "confidence": 10.76
+}}
+
+Example 90:
+Question: "allow my son to see my gps coordinates"
+Category:
+{{
+  "category": "share_location",
+  "confidence": 91.36
+}}
+
+Example 91:
+Question: "what is on the shopping list"
+Category:
+{{
+  "category": "shopping_list",
+  "confidence": 55.04
+}}
+
+Example 92:
+Question: "can you take carrots off my shopping list and add soda"
+Category:
+{{
+  "category": "shopping_list_update",
+  "confidence": 58.0
+}}
+
+Example 93:
+Question: "how many ss are in narcissism"
+Category:
+{{
+  "category": "spelling",
+  "confidence": 65.19
+}}
+
+Example 94:
+Question: "what have i spent on food recently"
+Category:
+{{
+  "category": "spending_history",
+  "confidence": 98.83
+}}
+
+Example 95:
+Question: "would you disconnect from my phone"
+Category:
+{{
+  "category": "sync_device",
+  "confidence": 94.15
+}}
+
+Example 96:
+Question: "i need to know my tax rate"
+Category:
+{{
+  "category": "taxes",
+  "confidence": 17.43
+}}
+
+Example 97:
+Question: "what do people find funny about food"
+Category:
+{{
+  "category": "tell_joke",
+  "confidence": 30.73
+}}
+
+Example 98:
+Question: "thanks for the reply"
+Category:
+{{
+  "category": "thank_you",
+  "confidence": 43.5
+}}
+
+Example 99:
+Question: "who set up the numbers for it"
+Category:
+{{
+  "category": "timer",
+  "confidence": 42.13
+}}
+
+Example 100:
+Question: "what timezone is dallas in"
+Category:
+{{
+  "category": "timezone",
+  "confidence": 27.85
+}}
+
+Example 101:
+Question: "my tires need to be changed when"
+Category:
+{{
+  "category": "tire_change",
+  "confidence": 1.53
+}}
+
+Example 102:
+Question: "are my tires low"
+Category:
+{{
+  "category": "tire_pressure",
+  "confidence": 2.45
+}}
+
+Example 103:
+Question: "let's go through my to do list items please"
+Category:
+{{
+  "category": "todo_list",
+  "confidence": 61.63
+}}
+
+Example 104:
+Question: "i want you to add cleaning the toilet to my to do list"
+Category:
+{{
+  "category": "todo_list_update",
+  "confidence": 13.78
+}}
+
+Example 105:
+Question: "what transactions did i put on my visa last month"
+Category:
+{{
+  "category": "transactions",
+  "confidence": 6.4
+}}
+
+Example 106:
+Question: "send money from one account to another"
+Category:
+{{
+  "category": "transfer",
+  "confidence": 91.62
+}}
+
+Example 107:
+Question: "how can i say thank you very much in chinese"
+Category:
+{{
+  "category": "translate",
+  "confidence": 6.12
+}}
+
+Example 108:
+Question: "does france have any current travel alerts"
+Category:
+{{
+  "category": "travel_alert",
+  "confidence": 97.21
+}}
+
+Example 109:
+Question: "the bank should know i am going to asia soon"
+Category:
+{{
+  "category": "travel_notification",
+  "confidence": 80.64
+}}
+
+Example 110:
+Question: "what can i do in hong kong"
+Category:
+{{
+  "category": "travel_suggestion",
+  "confidence": 71.07
+}}
+
+Example 111:
+Question: "get me an uber to the airport"
+Category:
+{{
+  "category": "uber",
+  "confidence": 54.76
+}}
+
+Example 112:
+Question: "what did you add to my playlist - broken by evanescence"
+Category:
+{{
+  "category": "update_playlist",
+  "confidence": 67.36
+}}
+
+Example 113:
+Question: "do i need certain shots before flying to eithiopia"
+Category:
+{{
+  "category": "vaccines",
+  "confidence": 35.21
+}}
+
+Example 114:
+Question: "where could i find forms to get my w2"
+Category:
+{{
+  "category": "w2",
+  "confidence": 15.78
+}}
+
+Example 115:
+Question: "what do you have answers for"
+Category:
+{{
+  "category": "what_can_i_ask_you",
+  "confidence": 19.89
+}}
+
+Example 116:
+Question: "do you know your name"
+Category:
+{{
+  "category": "what_is_your_name",
+  "confidence": 28.66
+}}
+
+Example 117:
+Question: "what's your hometown"
+Category:
+{{
+  "category": "where_are_you_from",
+  "confidence": 97.08
+}}
+
+Example 118:
+Question: "let me know who is your boss"
+Category:
+{{
+  "category": "who_do_you_work_for",
+  "confidence": 42.95
+}}
+
+Example 119:
+Question: "who developed your internal code"
+Category:
+{{
+  "category": "who_made_you",
+  "confidence": 77.06
+}}
+
+Example 120:
+Question: "its a for sure true"
+Category:
+{{
+  "category": "yes",
+  "confidence": 89.12
+}}

fewshot-1example-per-nonoos/oos_140notoos.txt

@@ -0,0 +1,1119 @@
+Example 1:
+Question: "set an alarm"
+Category:
+{{
+  "category": "alarm",
+  "confidence": 43.1
+}}
+
+Example 2:
+Question: "how long to process my credit card application"
+Category:
+{{
+  "category": "application_status",
+  "confidence": 73.88
+}}
+
+Example 3:
+Question: "do you know the apr on my chase credit card"
+Category:
+{{
+  "category": "apr",
+  "confidence": 33.17
+}}
+
+Example 4:
+Question: "let me know if you are a human or are a computer"
+Category:
+{{
+  "category": "are_you_a_bot",
+  "confidence": 7.75
+}}
+
+Example 5:
+Question: "what do i have in my bank accounts right now"
+Category:
+{{
+  "category": "balance",
+  "confidence": 88.15
+}}
+
+Example 6:
+Question: "how much is my water bill for"
+Category:
+{{
+  "category": "bill_balance",
+  "confidence": 14.8
+}}
+
+Example 7:
+Question: "what is the due date of my att bill"
+Category:
+{{
+  "category": "bill_due",
+  "confidence": 22.24
+}}
+
+Example 8:
+Question: "i'm looking for flights that depart on the 3rd and return on z from monday to friday"
+Category:
+{{
+  "category": "book_flight",
+  "confidence": 91.13
+}}
+
+Example 9:
+Question: "i need a hotel in phoenix near chase field from january 4th to the 8th"
+Category:
+{{
+  "category": "book_hotel",
+  "confidence": 8.22
+}}
+
+Example 10:
+Question: "what is the derivative of x squared plus 5"
+Category:
+{{
+  "category": "calculator",
+  "confidence": 32.08
+}}
+
+Example 11:
+Question: "what do i have on my calendar for monday the 1st of march"
+Category:
+{{
+  "category": "calendar",
+  "confidence": 36.04
+}}
+
+Example 12:
+Question: "delete my golf tournament event from tomrrow"
+Category:
+{{
+  "category": "calendar_update",
+  "confidence": 0.48
+}}
+
+Example 13:
+Question: "what is the amount of calories that scrambled eggs has"
+Category:
+{{
+  "category": "calories",
+  "confidence": 27.34
+}}
+
+Example 14:
+Question: "cancel that last command"
+Category:
+{{
+  "category": "cancel",
+  "confidence": 36.27
+}}
+
+Example 15:
+Question: "please cancel my reservation at red lobster for 6"
+Category:
+{{
+  "category": "cancel_reservation",
+  "confidence": 9.53
+}}
+
+Example 16:
+Question: "can you help me book a bmw suv for march 2 to 6th, dallas texas"
+Category:
+{{
+  "category": "car_rental",
+  "confidence": 96.07
+}}
+
+Example 17:
+Question: "i was in thailand and i could not use my card to buy snacks"
+Category:
+{{
+  "category": "card_declined",
+  "confidence": 43.88
+}}
+
+Example 18:
+Question: "if i fly on virgin to chicago, how many carry ons can i take"
+Category:
+{{
+  "category": "carry_on",
+  "confidence": 40.45
+}}
+
+Example 19:
+Question: "i must switch to the male voice"
+Category:
+{{
+  "category": "change_accent",
+  "confidence": 39.73
+}}
+
+Example 20:
+Question: "i want to change the name i call you to juan"
+Category:
+{{
+  "category": "change_ai_name",
+  "confidence": 43.86
+}}
+
+Example 21:
+Question: "is it ok if i start speaking to you in german"
+Category:
+{{
+  "category": "change_language",
+  "confidence": 0.61
+}}
+
+Example 22:
+Question: "whoa whoa please slow down"
+Category:
+{{
+  "category": "change_speed",
+  "confidence": 14.63
+}}
+
+Example 23:
+Question: "can you just start calling me sir"
+Category:
+{{
+  "category": "change_user_name",
+  "confidence": 6.58
+}}
+
+Example 24:
+Question: "increase volume to 4"
+Category:
+{{
+  "category": "change_volume",
+  "confidence": 22.27
+}}
+
+Example 25:
+Question: "please try to confirm my reservation for jim at barney's"
+Category:
+{{
+  "category": "confirm_reservation",
+  "confidence": 43.56
+}}
+
+Example 26:
+Question: "how long to grill thick steaks"
+Category:
+{{
+  "category": "cook_time",
+  "confidence": 7.58
+}}
+
+Example 27:
+Question: "what is my credit limit on my discover card"
+Category:
+{{
+  "category": "credit_limit",
+  "confidence": 71.16
+}}
+
+Example 28:
+Question: "is it possible to raise the credit limit for my discover card"
+Category:
+{{
+  "category": "credit_limit_change",
+  "confidence": 42.37
+}}
+
+Example 29:
+Question: "tell me what my credit score is"
+Category:
+{{
+  "category": "credit_score",
+  "confidence": 8.7
+}}
+
+Example 30:
+Question: "i am in need of my location"
+Category:
+{{
+  "category": "current_location",
+  "confidence": 51.01
+}}
+
+Example 31:
+Question: "my card was cut by my kid"
+Category:
+{{
+  "category": "damaged_card",
+  "confidence": 23.23
+}}
+
+Example 32:
+Question: "please tell me today's date"
+Category:
+{{
+  "category": "date",
+  "confidence": 31.32
+}}
+
+Example 33:
+Question: "i need to know what dominate means"
+Category:
+{{
+  "category": "definition",
+  "confidence": 33.44
+}}
+
+Example 34:
+Question: "i need to set up direct deposit"
+Category:
+{{
+  "category": "direct_deposit",
+  "confidence": 5.13
+}}
+
+Example 35:
+Question: "are there any furniture outlets near the mall"
+Category:
+{{
+  "category": "directions",
+  "confidence": 31.63
+}}
+
+Example 36:
+Question: "how far am i from orlando"
+Category:
+{{
+  "category": "distance",
+  "confidence": 94.2
+}}
+
+Example 37:
+Question: "what do you have in the way of pets"
+Category:
+{{
+  "category": "do_you_have_pets",
+  "confidence": 84.05
+}}
+
+Example 38:
+Question: "what is the current going rate for exchanging dollars for pesos"
+Category:
+{{
+  "category": "exchange_rate",
+  "confidence": 89.34
+}}
+
+Example 39:
+Question: "in what month will my card reach expiration"
+Category:
+{{
+  "category": "expiration_date",
+  "confidence": 52.79
+}}
+
+Example 40:
+Question: "i am looking for my phone"
+Category:
+{{
+  "category": "find_phone",
+  "confidence": 98.39
+}}
+
+Example 41:
+Question: "please tell me when my flight will land"
+Category:
+{{
+  "category": "flight_status",
+  "confidence": 83.85
+}}
+
+Example 42:
+Question: "i call tails for a coin flip you need to do right now"
+Category:
+{{
+  "category": "flip_coin",
+  "confidence": 85.18
+}}
+
+Example 43:
+Question: "when will tofu expire if i keep it in the freezer"
+Category:
+{{
+  "category": "food_last",
+  "confidence": 5.02
+}}
+
+Example 44:
+Question: "do you mind putting a stop on my bank account"
+Category:
+{{
+  "category": "freeze_account",
+  "confidence": 33.03
+}}
+
+Example 45:
+Question: "share with me a fun fact about outer space"
+Category:
+{{
+  "category": "fun_fact",
+  "confidence": 35.92
+}}
+
+Example 46:
+Question: "do i have enough fuel to get to dollar tree"
+Category:
+{{
+  "category": "gas",
+  "confidence": 99.84
+}}
+
+Example 47:
+Question: "goodnight"
+Category:
+{{
+  "category": "goodbye",
+  "confidence": 15.66
+}}
+
+Example 48:
+Question: "how's life"
+Category:
+{{
+  "category": "greeting",
+  "confidence": 48.06
+}}
+
+Example 49:
+Question: "please look into the current wait times at chili's right now"
+Category:
+{{
+  "category": "how_busy",
+  "confidence": 12.38
+}}
+
+Example 50:
+Question: "how long ago were you born"
+Category:
+{{
+  "category": "how_old_are_you",
+  "confidence": 32.35
+}}
+
+Example 51:
+Question: "give me tips on maintaining good credit"
+Category:
+{{
+  "category": "improve_credit_score",
+  "confidence": 8.52
+}}
+
+Example 52:
+Question: "how much money am i earning"
+Category:
+{{
+  "category": "income",
+  "confidence": 39.69
+}}
+
+Example 53:
+Question: "would it be ok if i have pepper and not salt"
+Category:
+{{
+  "category": "ingredient_substitution",
+  "confidence": 21.81
+}}
+
+Example 54:
+Question: "what is needed to cook lasagna"
+Category:
+{{
+  "category": "ingredients_list",
+  "confidence": 31.2
+}}
+
+Example 55:
+Question: "tell me the full name of my health plan"
+Category:
+{{
+  "category": "insurance",
+  "confidence": 55.12
+}}
+
+Example 56:
+Question: "what is the protocol for modifying my insurance policy"
+Category:
+{{
+  "category": "insurance_change",
+  "confidence": 9.76
+}}
+
+Example 57:
+Question: "is there a surcharge for using my card in italy while i'm there"
+Category:
+{{
+  "category": "international_fees",
+  "confidence": 54.32
+}}
+
+Example 58:
+Question: "do i need a states visa to get to cuba"
+Category:
+{{
+  "category": "international_visa",
+  "confidence": 2.62
+}}
+
+Example 59:
+Question: "hey do you know how to jump start a car battery"
+Category:
+{{
+  "category": "jump_start",
+  "confidence": 61.31
+}}
+
+Example 60:
+Question: "my car was looked at when"
+Category:
+{{
+  "category": "last_maintenance",
+  "confidence": 83.99
+}}
+
+Example 61:
+Question: "i believe that my luggage was lost"
+Category:
+{{
+  "category": "lost_luggage",
+  "confidence": 86.13
+}}
+
+Example 62:
+Question: "can i call a restaurant"
+Category:
+{{
+  "category": "make_call",
+  "confidence": 78.82
+}}
+
+Example 63:
+Question: "i can't decide"
+Category:
+{{
+  "category": "maybe",
+  "confidence": 32.57
+}}
+
+Example 64:
+Question: "suggest something for me to make myself for dinner"
+Category:
+{{
+  "category": "meal_suggestion",
+  "confidence": 81.36
+}}
+
+Example 65:
+Question: "i want to know what the purpose of life is"
+Category:
+{{
+  "category": "meaning_of_life",
+  "confidence": 39.96
+}}
+
+Example 66:
+Question: "give me celcius to fahrenheit"
+Category:
+{{
+  "category": "measurement_conversion",
+  "confidence": 21.07
+}}
+
+Example 67:
+Question: "exactly what time is my meeting with robin scheduled for on"
+Category:
+{{
+  "category": "meeting_schedule",
+  "confidence": 3.16
+}}
+
+Example 68:
+Question: "tell me my minimum citicard payment"
+Category:
+{{
+  "category": "min_payment",
+  "confidence": 45.29
+}}
+
+Example 69:
+Question: "what is the highway mpg of this car"
+Category:
+{{
+  "category": "mpg",
+  "confidence": 23.85
+}}
+
+Example 70:
+Question: "can i apply here for a new card"
+Category:
+{{
+  "category": "new_card",
+  "confidence": 79.48
+}}
+
+Example 71:
+Question: "how long do i have to wait to get a day off"
+Category:
+{{
+  "category": "next_holiday",
+  "confidence": 49.81
+}}
+
+Example 72:
+Question: "go to upcoming song"
+Category:
+{{
+  "category": "next_song",
+  "confidence": 34.78
+}}
+
+Example 73:
+Question: "no, that is incorrect"
+Category:
+{{
+  "category": "no",
+  "confidence": 51.25
+}}
+
+Example 74:
+Question: "after how long should i change my oil"
+Category:
+{{
+  "category": "oil_change_when",
+  "confidence": 94.02
+}}
+
+Example 75:
+Question: "can you go to amazon a repurchase my last purchase"
+Category:
+{{
+  "category": "order",
+  "confidence": 91.39
+}}
+
+Example 76:
+Question: "can some more checkbooks get mailed to me"
+Category:
+{{
+  "category": "order_checks",
+  "confidence": 41.82
+}}
+
+Example 77:
+Question: "can i still make changes to my order, or has it already been shipped"
+Category:
+{{
+  "category": "order_status",
+  "confidence": 49.78
+}}
+
+Example 78:
+Question: "please pay my bill"
+Category:
+{{
+  "category": "pay_bill",
+  "confidence": 10.05
+}}
+
+Example 79:
+Question: "remind me of the date of my last paycheck"
+Category:
+{{
+  "category": "payday",
+  "confidence": 22.07
+}}
+
+Example 80:
+Question: "how do i change my pin for number for my abc bank account"
+Category:
+{{
+  "category": "pin_change",
+  "confidence": 90.23
+}}
+
+Example 81:
+Question: "resume my metal playlist"
+Category:
+{{
+  "category": "play_music",
+  "confidence": 1.04
+}}
+
+Example 82:
+Question: "do i need a socket converter if i'm going to be in eithiopia"
+Category:
+{{
+  "category": "plug_type",
+  "confidence": 97.53
+}}
+
+Example 83:
+Question: "so i have any vacation days left"
+Category:
+{{
+  "category": "pto_balance",
+  "confidence": 42.27
+}}
+
+Example 84:
+Question: "i want to put in a pto request for march 1-8"
+Category:
+{{
+  "category": "pto_request",
+  "confidence": 27.48
+}}
+
+Example 85:
+Question: "has my vacation request been approved"
+Category:
+{{
+  "category": "pto_request_status",
+  "confidence": 8.73
+}}
+
+Example 86:
+Question: "can you tell me how many vacation days have i taken"
+Category:
+{{
+  "category": "pto_used",
+  "confidence": 49.66
+}}
+
+Example 87:
+Question: "find me a recipe for chili"
+Category:
+{{
+  "category": "recipe",
+  "confidence": 25.45
+}}
+
+Example 88:
+Question: "what did i include on my list of things to remember"
+Category:
+{{
+  "category": "reminder",
+  "confidence": 7.36
+}}
+
+Example 89:
+Question: "please give me a reminder"
+Category:
+{{
+  "category": "reminder_update",
+  "confidence": 32.73
+}}
+
+Example 90:
+Question: "sorry, i didn't hear you, can you say that gain"
+Category:
+{{
+  "category": "repeat",
+  "confidence": 17.39
+}}
+
+Example 91:
+Question: "let me know the wait on a replacement credit card"
+Category:
+{{
+  "category": "replacement_card_duration",
+  "confidence": 22.72
+}}
+
+Example 92:
+Question: "i believe there are fraudulent charges on my card how can i report them"
+Category:
+{{
+  "category": "report_fraud",
+  "confidence": 23.99
+}}
+
+Example 93:
+Question: "i can't find my discover card, how do i report it"
+Category:
+{{
+  "category": "report_lost_card",
+  "confidence": 63.82
+}}
+
+Example 94:
+Question: "go back to initial factory state"
+Category:
+{{
+  "category": "reset_settings",
+  "confidence": 54.95
+}}
+
+Example 95:
+Question: "can you get me a table for 8 at mastro's at 8:30pm"
+Category:
+{{
+  "category": "restaurant_reservation",
+  "confidence": 71.03
+}}
+
+Example 96:
+Question: "i want to eat mediterranean fare with at least four stars, near me"
+Category:
+{{
+  "category": "restaurant_suggestion",
+  "confidence": 60.87
+}}
+
+Example 97:
+Question: "what's my current reward balance on my amex card"
+Category:
+{{
+  "category": "rewards_balance",
+  "confidence": 40.55
+}}
+
+Example 98:
+Question: "can you fake roll a die for me"
+Category:
+{{
+  "category": "roll_dice",
+  "confidence": 76.08
+}}
+
+Example 99:
+Question: "i have to rollover my 401k"
+Category:
+{{
+  "category": "rollover_401k",
+  "confidence": 28.39
+}}
+
+Example 100:
+Question: "ai, routing number for my b of a checking account"
+Category:
+{{
+  "category": "routing",
+  "confidence": 89.24
+}}
+
+Example 101:
+Question: "please schedule car maintenance for me"
+Category:
+{{
+  "category": "schedule_maintenance",
+  "confidence": 67.07
+}}
+
+Example 102:
+Question: "can you schedule a meeting with damon for 1"
+Category:
+{{
+  "category": "schedule_meeting",
+  "confidence": 1.92
+}}
+
+Example 103:
+Question: "give tom my location"
+Category:
+{{
+  "category": "share_location",
+  "confidence": 83.02
+}}
+
+Example 104:
+Question: "go over my shopping list with me"
+Category:
+{{
+  "category": "shopping_list",
+  "confidence": 50.53
+}}
+
+Example 105:
+Question: "i don't have any more steak, please put that on my grocery list"
+Category:
+{{
+  "category": "shopping_list_update",
+  "confidence": 71.0
+}}
+
+Example 106:
+Question: "can you get my car started"
+Category:
+{{
+  "category": "smart_home",
+  "confidence": 60.77
+}}
+
+Example 107:
+Question: "how is the word umbrella spelled"
+Category:
+{{
+  "category": "spelling",
+  "confidence": 12.19
+}}
+
+Example 108:
+Question: "could you tell me how much money i spent last week"
+Category:
+{{
+  "category": "spending_history",
+  "confidence": 11.77
+}}
+
+Example 109:
+Question: "you can disconnect from my phone now"
+Category:
+{{
+  "category": "sync_device",
+  "confidence": 61.05
+}}
+
+Example 110:
+Question: "tell me my tax rate"
+Category:
+{{
+  "category": "taxes",
+  "confidence": 9.12
+}}
+
+Example 111:
+Question: "tell me a joke about animals"
+Category:
+{{
+  "category": "tell_joke",
+  "confidence": 0.51
+}}
+
+Example 112:
+Question: "send chris a text message that says stop for milk on your way home"
+Category:
+{{
+  "category": "text",
+  "confidence": 31.69
+}}
+
+Example 113:
+Question: "i appreciate the assistance"
+Category:
+{{
+  "category": "thank_you",
+  "confidence": 70.37
+}}
+
+Example 114:
+Question: "set a one minute timer"
+Category:
+{{
+  "category": "timer",
+  "confidence": 8.98
+}}
+
+Example 115:
+Question: "what timezone is sacromento in"
+Category:
+{{
+  "category": "timezone",
+  "confidence": 88.7
+}}
+
+Example 116:
+Question: "when should i get new tires i last replaced them four years ago"
+Category:
+{{
+  "category": "tire_change",
+  "confidence": 99.51
+}}
+
+Example 117:
+Question: "can you tell me what my tire pressure is"
+Category:
+{{
+  "category": "tire_pressure",
+  "confidence": 5.84
+}}
+
+Example 118:
+Question: "i need to know what my to-do list is looking like"
+Category:
+{{
+  "category": "todo_list",
+  "confidence": 82.83
+}}
+
+Example 119:
+Question: "please cross off schedule acupuncture appointment off of the to do list"
+Category:
+{{
+  "category": "todo_list_update",
+  "confidence": 20.64
+}}
+
+Example 120:
+Question: "what's the traffic like to city hall"
+Category:
+{{
+  "category": "traffic",
+  "confidence": 91.53
+}}
+
+Example 121:
+Question: "open bank app and show my most recent transactions"
+Category:
+{{
+  "category": "transactions",
+  "confidence": 88.13
+}}
+
+Example 122:
+Question: "whats the quickest way to money from one account to another"
+Category:
+{{
+  "category": "transfer",
+  "confidence": 12.77
+}}
+
+Example 123:
+Question: "how would i say goodbye if i were norwegian"
+Category:
+{{
+  "category": "translate",
+  "confidence": 68.99
+}}
+
+Example 124:
+Question: "can you give me the travel alerts for jalisco, mexico"
+Category:
+{{
+  "category": "travel_alert",
+  "confidence": 17.88
+}}
+
+Example 125:
+Question: "im going to be in jamaica from october 4th until october 8th"
+Category:
+{{
+  "category": "travel_notification",
+  "confidence": 60.37
+}}
+
+Example 126:
+Question: "can i do a lot in nashville"
+Category:
+{{
+  "category": "travel_suggestion",
+  "confidence": 42.14
+}}
+
+Example 127:
+Question: "we need an uber pool for 2 passengers going to the greenboro airport"
+Category:
+{{
+  "category": "uber",
+  "confidence": 4.41
+}}
+
+Example 128:
+Question: "please put africa by toto on my playlist"
+Category:
+{{
+  "category": "update_playlist",
+  "confidence": 47.03
+}}
+
+Example 129:
+Question: "what is my name saved under"
+Category:
+{{
+  "category": "user_name",
+  "confidence": 97.9
+}}
+
+Example 130:
+Question: "are there any mandatory shots that i must get before my trip to jamaica"
+Category:
+{{
+  "category": "vaccines",
+  "confidence": 7.75
+}}
+
+Example 131:
+Question: "where would i find my w-2"
+Category:
+{{
+  "category": "w2",
+  "confidence": 72.83
+}}
+
+Example 132:
+Question: "what sorts of things do you do for fun"
+Category:
+{{
+  "category": "what_are_your_hobbies",
+  "confidence": 99.23
+}}
+
+Example 133:
+Question: "what topics can i ask you about"
+Category:
+{{
+  "category": "what_can_i_ask_you",
+  "confidence": 71.08
+}}
+
+Example 134:
+Question: "i need to know your name"
+Category:
+{{
+  "category": "what_is_your_name",
+  "confidence": 48.19
+}}
+
+Example 135:
+Question: "look up the name of this song"
+Category:
+{{
+  "category": "what_song",
+  "confidence": 8.28
+}}
+
+Example 136:
+Question: "where were you made"
+Category:
+{{
+  "category": "where_are_you_from",
+  "confidence": 0.81
+}}
+
+Example 137:
+Question: "i want to switch out of whisper mode"
+Category:
+{{
+  "category": "whisper_mode",
+  "confidence": 48.57
+}}
+
+Example 138:
+Question: "what is the name of your boss"
+Category:
+{{
+  "category": "who_do_you_work_for",
+  "confidence": 83.27
+}}
+
+Example 139:
+Question: "i am wanting to know who programmed you"
+Category:
+{{
+  "category": "who_made_you",
+  "confidence": 11.24
+}}
+
+Example 140:
+Question: "that is correct"
+Category:
+{{
+  "category": "yes",
+  "confidence": 91.49
+}}

fewshot-1example-per-nonoos/oos_1notoos.txt

@@ -0,0 +1,7 @@
+Example 1:
+Question: "volume needs to be at 4"
+Category:
+{{
+  "category": "change_volume",
+  "confidence": 92.98
+}}

fewshot-1example-per-nonoos/oos_30notoos.txt

@@ -0,0 +1,239 @@
+Example 1:
+Question: "i must know my visa card's apr"
+Category:
+{{
+  "category": "apr",
+  "confidence": 53.87
+}}
+
+Example 2:
+Question: "what is 34 times 80908"
+Category:
+{{
+  "category": "calculator",
+  "confidence": 74.78
+}}
+
+Example 3:
+Question: "how many calories are in powdered donuts"
+Category:
+{{
+  "category": "calories",
+  "confidence": 43.73
+}}
+
+Example 4:
+Question: "that was a mistake, undo that"
+Category:
+{{
+  "category": "cancel",
+  "confidence": 45.62
+}}
+
+Example 5:
+Question: "i want you to call me bailey"
+Category:
+{{
+  "category": "change_user_name",
+  "confidence": 25.95
+}}
+
+Example 6:
+Question: "please increase volume"
+Category:
+{{
+  "category": "change_volume",
+  "confidence": 70.72
+}}
+
+Example 7:
+Question: "would you please tell me my current gps coordinates"
+Category:
+{{
+  "category": "current_location",
+  "confidence": 91.17
+}}
+
+Example 8:
+Question: "i heard some woman say she was going to yerd me, what's that mean"
+Category:
+{{
+  "category": "definition",
+  "confidence": 22.67
+}}
+
+Example 9:
+Question: "give me a fun fact about dolphin"
+Category:
+{{
+  "category": "fun_fact",
+  "confidence": 4.97
+}}
+
+Example 10:
+Question: "is pepper a replacement for salt"
+Category:
+{{
+  "category": "ingredient_substitution",
+  "confidence": 68.05
+}}
+
+Example 11:
+Question: "are there any transaction fees associated with my amex card if i am in belgium"
+Category:
+{{
+  "category": "international_fees",
+  "confidence": 83.04
+}}
+
+Example 12:
+Question: "i don't know for sure"
+Category:
+{{
+  "category": "maybe",
+  "confidence": 31.2
+}}
+
+Example 13:
+Question: "what's the least amount i can pay on this bill"
+Category:
+{{
+  "category": "min_payment",
+  "confidence": 11.69
+}}
+
+Example 14:
+Question: "what is the mpg for this car in city"
+Category:
+{{
+  "category": "mpg",
+  "confidence": 85.2
+}}
+
+Example 15:
+Question: "when do i get my next day off"
+Category:
+{{
+  "category": "next_holiday",
+  "confidence": 51.42
+}}
+
+Example 16:
+Question: "how much longer until i need an oil change"
+Category:
+{{
+  "category": "oil_change_when",
+  "confidence": 3.56
+}}
+
+Example 17:
+Question: "i'm out of all my checks can i get some new ones"
+Category:
+{{
+  "category": "order_checks",
+  "confidence": 99.39
+}}
+
+Example 18:
+Question: "can i get vacation day totals i have left"
+Category:
+{{
+  "category": "pto_balance",
+  "confidence": 23.16
+}}
+
+Example 19:
+Question: "up to this point, how much of my pto have i used"
+Category:
+{{
+  "category": "pto_used",
+  "confidence": 39.59
+}}
+
+Example 20:
+Question: "what are the best italian restaurants in chicago"
+Category:
+{{
+  "category": "restaurant_suggestion",
+  "confidence": 81.69
+}}
+
+Example 21:
+Question: "who in the area can inspect my engine light"
+Category:
+{{
+  "category": "schedule_maintenance",
+  "confidence": 5.59
+}}
+
+Example 22:
+Question: "get rid of butter on my shopping list"
+Category:
+{{
+  "category": "shopping_list_update",
+  "confidence": 68.48
+}}
+
+Example 23:
+Question: "i need you to disconnect from my phone"
+Category:
+{{
+  "category": "sync_device",
+  "confidence": 21.14
+}}
+
+Example 24:
+Question: "thanks for your cooperation"
+Category:
+{{
+  "category": "thank_you",
+  "confidence": 56.59
+}}
+
+Example 25:
+Question: "please transfer $5000 to money market from checking account"
+Category:
+{{
+  "category": "transfer",
+  "confidence": 93.11
+}}
+
+Example 26:
+Question: "is there a travel alert in spain"
+Category:
+{{
+  "category": "travel_alert",
+  "confidence": 41.98
+}}
+
+Example 27:
+Question: "i will be telling my bank of my upcoming trip to spain"
+Category:
+{{
+  "category": "travel_notification",
+  "confidence": 38.82
+}}
+
+Example 28:
+Question: "what do tourists do for fun in seattle"
+Category:
+{{
+  "category": "travel_suggestion",
+  "confidence": 99.8
+}}
+
+Example 29:
+Question: "include rap god on the motivational playlist"
+Category:
+{{
+  "category": "update_playlist",
+  "confidence": 42.18
+}}
+
+Example 30:
+Question: "where do i locate the form that has my tax information"
+Category:
+{{
+  "category": "w2",
+  "confidence": 76.8
+}}

fewshot-1example-per-nonoos/oos_50notoos.txt

@@ -0,0 +1,399 @@
+Example 1:
+Question: "please check the status of my mastercard application"
+Category:
+{{
+  "category": "application_status",
+  "confidence": 97.61
+}}
+
+Example 2:
+Question: "tell me what my credit card's apr is"
+Category:
+{{
+  "category": "apr",
+  "confidence": 79.93
+}}
+
+Example 3:
+Question: "can you tell me what kind of life form you are"
+Category:
+{{
+  "category": "are_you_a_bot",
+  "confidence": 91.61
+}}
+
+Example 4:
+Question: "i want a hotel in phoenix near chase field from january 4th to the 8th"
+Category:
+{{
+  "category": "book_hotel",
+  "confidence": 61.18
+}}
+
+Example 5:
+Question: "what is 25% of $54,788"
+Category:
+{{
+  "category": "calculator",
+  "confidence": 56.63
+}}
+
+Example 6:
+Question: "undo the last event on my calendar"
+Category:
+{{
+  "category": "calendar_update",
+  "confidence": 76.79
+}}
+
+Example 7:
+Question: "can you tell me the calorie count in a glazed donut"
+Category:
+{{
+  "category": "calories",
+  "confidence": 35.21
+}}
+
+Example 8:
+Question: "hush"
+Category:
+{{
+  "category": "cancel",
+  "confidence": 18.29
+}}
+
+Example 9:
+Question: "speak it again slowly"
+Category:
+{{
+  "category": "change_speed",
+  "confidence": 82.36
+}}
+
+Example 10:
+Question: "the name is nick"
+Category:
+{{
+  "category": "change_user_name",
+  "confidence": 99.43
+}}
+
+Example 11:
+Question: "decrease volume to 4"
+Category:
+{{
+  "category": "change_volume",
+  "confidence": 63.39
+}}
+
+Example 12:
+Question: "i want to change my credit limit"
+Category:
+{{
+  "category": "credit_limit_change",
+  "confidence": 56.51
+}}
+
+Example 13:
+Question: "where exactly am i at the moment"
+Category:
+{{
+  "category": "current_location",
+  "confidence": 1.79
+}}
+
+Example 14:
+Question: "whats the definition of transmute"
+Category:
+{{
+  "category": "definition",
+  "confidence": 92.06
+}}
+
+Example 15:
+Question: "direct deposit my paycheck to my capital one account"
+Category:
+{{
+  "category": "direct_deposit",
+  "confidence": 78.06
+}}
+
+Example 16:
+Question: "read me some interesting information about cats"
+Category:
+{{
+  "category": "fun_fact",
+  "confidence": 7.03
+}}
+
+Example 17:
+Question: "how much gas is left in my car"
+Category:
+{{
+  "category": "gas",
+  "confidence": 91.9
+}}
+
+Example 18:
+Question: "goodbye, ai assistant"
+Category:
+{{
+  "category": "goodbye",
+  "confidence": 2.36
+}}
+
+Example 19:
+Question: "what is the wait time at this restaurant"
+Category:
+{{
+  "category": "how_busy",
+  "confidence": 49.72
+}}
+
+Example 20:
+Question: "can substitute cumin for tumeric"
+Category:
+{{
+  "category": "ingredient_substitution",
+  "confidence": 24.83
+}}
+
+Example 21:
+Question: "show me the recipe for broccoli cheddar soup"
+Category:
+{{
+  "category": "ingredients_list",
+  "confidence": 45.71
+}}
+
+Example 22:
+Question: "do i get charged more for using my card in canada"
+Category:
+{{
+  "category": "international_fees",
+  "confidence": 59.24
+}}
+
+Example 23:
+Question: "what is the best way to deal with my lost luggage"
+Category:
+{{
+  "category": "lost_luggage",
+  "confidence": 32.37
+}}
+
+Example 24:
+Question: "that answer's above my pay scale"
+Category:
+{{
+  "category": "maybe",
+  "confidence": 3.13
+}}
+
+Example 25:
+Question: "do you know the smallest amount i can pay on my water bill"
+Category:
+{{
+  "category": "min_payment",
+  "confidence": 29.69
+}}
+
+Example 26:
+Question: "tell me: car gas mileage"
+Category:
+{{
+  "category": "mpg",
+  "confidence": 24.28
+}}
+
+Example 27:
+Question: "i'd like to know when my next day off is"
+Category:
+{{
+  "category": "next_holiday",
+  "confidence": 25.81
+}}
+
+Example 28:
+Question: "could you play the next song on this playlist, please"
+Category:
+{{
+  "category": "next_song",
+  "confidence": 24.86
+}}
+
+Example 29:
+Question: "when is the next time i should change my oil"
+Category:
+{{
+  "category": "oil_change_when",
+  "confidence": 92.36
+}}
+
+Example 30:
+Question: "order some new checks to replace the ones i ran out of"
+Category:
+{{
+  "category": "order_checks",
+  "confidence": 0.29
+}}
+
+Example 31:
+Question: "my utility bill is coming due and i need a loan"
+Category:
+{{
+  "category": "pay_bill",
+  "confidence": 84.79
+}}
+
+Example 32:
+Question: "can you play everlong by foo fighters"
+Category:
+{{
+  "category": "play_music",
+  "confidence": 67.63
+}}
+
+Example 33:
+Question: "how are british plugs"
+Category:
+{{
+  "category": "plug_type",
+  "confidence": 86.73
+}}
+
+Example 34:
+Question: "how many holiday days do i have left to use"
+Category:
+{{
+  "category": "pto_balance",
+  "confidence": 70.93
+}}
+
+Example 35:
+Question: "i want to know if my vacation request has been approved"
+Category:
+{{
+  "category": "pto_request_status",
+  "confidence": 8.04
+}}
+
+Example 36:
+Question: "i want to know how many days off i have utilized until now"
+Category:
+{{
+  "category": "pto_used",
+  "confidence": 70.46
+}}
+
+Example 37:
+Question: "do you have any good ways to make tomato soup"
+Category:
+{{
+  "category": "recipe",
+  "confidence": 57.42
+}}
+
+Example 38:
+Question: "tell me where to go since i want to eat out tonight"
+Category:
+{{
+  "category": "restaurant_suggestion",
+  "confidence": 66.01
+}}
+
+Example 39:
+Question: "i need to find somewhere to check my tires out"
+Category:
+{{
+  "category": "schedule_maintenance",
+  "confidence": 72.03
+}}
+
+Example 40:
+Question: "add flour to my shopping list if it's not already on it"
+Category:
+{{
+  "category": "shopping_list_update",
+  "confidence": 99.18
+}}
+
+Example 41:
+Question: "stop the connection with my phone"
+Category:
+{{
+  "category": "sync_device",
+  "confidence": 22.23
+}}
+
+Example 42:
+Question: "thanks for the answer"
+Category:
+{{
+  "category": "thank_you",
+  "confidence": 6.17
+}}
+
+Example 43:
+Question: "transfer $100 from my checking to saving account"
+Category:
+{{
+  "category": "transfer",
+  "confidence": 0.69
+}}
+
+Example 44:
+Question: "does finland have any travel alerts i should be aware of"
+Category:
+{{
+  "category": "travel_alert",
+  "confidence": 49.02
+}}
+
+Example 45:
+Question: "i'm traveling to belgium soon and want to inform my bank"
+Category:
+{{
+  "category": "travel_notification",
+  "confidence": 48.38
+}}
+
+Example 46:
+Question: "what do tourists do for fun in seattle"
+Category:
+{{
+  "category": "travel_suggestion",
+  "confidence": 27.91
+}}
+
+Example 47:
+Question: "add what i am listening to to my road trip playlist"
+Category:
+{{
+  "category": "update_playlist",
+  "confidence": 80.14
+}}
+
+Example 48:
+Question: "provide me assistance on where to go to get my w2 for tax reasons"
+Category:
+{{
+  "category": "w2",
+  "confidence": 5.41
+}}
+
+Example 49:
+Question: "what questions are you programmed to answer"
+Category:
+{{
+  "category": "what_can_i_ask_you",
+  "confidence": 99.62
+}}
+
+Example 50:
+Question: "it's true"
+Category:
+{{
+  "category": "yes",
+  "confidence": 60.08
+}}

fewshot-1example-per-nonoos/oos_5notoos.txt

@@ -0,0 +1,39 @@
+Example 1:
+Question: "please be quiet now"
+Category:
+{{
+  "category": "cancel",
+  "confidence": 18.83
+}}
+
+Example 2:
+Question: "please adjust your settings"
+Category:
+{{
+  "category": "change_volume",
+  "confidence": 34.98
+}}
+
+Example 3:
+Question: "can you tell how many days i already took off this year"
+Category:
+{{
+  "category": "pto_used",
+  "confidence": 29.25
+}}
+
+Example 4:
+Question: "please inform my bank i'll be vacationing in the bahamas in a couple of days"
+Category:
+{{
+  "category": "travel_notification",
+  "confidence": 74.98
+}}
+
+Example 5:
+Question: "tell me some fun activities to do in oklahoma city"
+Category:
+{{
+  "category": "travel_suggestion",
+  "confidence": 81.31
+}}

fewshot-1example-per-nonoos/oos_75notoos.txt

@@ -0,0 +1,599 @@
+Example 1:
+Question: "set an alarm"
+Category:
+{{
+  "category": "alarm",
+  "confidence": 52.29
+}}
+
+Example 2:
+Question: "how long to process my credit card application"
+Category:
+{{
+  "category": "application_status",
+  "confidence": 9.56
+}}
+
+Example 3:
+Question: "do you know the apr on my chase credit card"
+Category:
+{{
+  "category": "apr",
+  "confidence": 40.52
+}}
+
+Example 4:
+Question: "let me know if you are a human or are a computer"
+Category:
+{{
+  "category": "are_you_a_bot",
+  "confidence": 70.45
+}}
+
+Example 5:
+Question: "i need a hotel in phoenix near chase field from january 4th to the 8th"
+Category:
+{{
+  "category": "book_hotel",
+  "confidence": 31.55
+}}
+
+Example 6:
+Question: "how many times does 8 go into 2000"
+Category:
+{{
+  "category": "calculator",
+  "confidence": 74.1
+}}
+
+Example 7:
+Question: "remove the may 11 event called baby shower from my calendar"
+Category:
+{{
+  "category": "calendar_update",
+  "confidence": 33.83
+}}
+
+Example 8:
+Question: "calorie check, cheese burger"
+Category:
+{{
+  "category": "calories",
+  "confidence": 88.22
+}}
+
+Example 9:
+Question: "forget what i told you to do"
+Category:
+{{
+  "category": "cancel",
+  "confidence": 73.57
+}}
+
+Example 10:
+Question: "could you speed up your speech"
+Category:
+{{
+  "category": "change_speed",
+  "confidence": 78.32
+}}
+
+Example 11:
+Question: "can you call me something else"
+Category:
+{{
+  "category": "change_user_name",
+  "confidence": 82.86
+}}
+
+Example 12:
+Question: "can you increase the speaker volume"
+Category:
+{{
+  "category": "change_volume",
+  "confidence": 88.11
+}}
+
+Example 13:
+Question: "you know the reservation i have on 2:00 friday i confirm it"
+Category:
+{{
+  "category": "confirm_reservation",
+  "confidence": 72.63
+}}
+
+Example 14:
+Question: "how long should i cook chicken"
+Category:
+{{
+  "category": "cook_time",
+  "confidence": 97.82
+}}
+
+Example 15:
+Question: "the credit limit i have needs to be changed"
+Category:
+{{
+  "category": "credit_limit_change",
+  "confidence": 74.3
+}}
+
+Example 16:
+Question: "i need to know my current gps coordinates"
+Category:
+{{
+  "category": "current_location",
+  "confidence": 54.57
+}}
+
+Example 17:
+Question: "i cannot use my card cuz it's damaged"
+Category:
+{{
+  "category": "damaged_card",
+  "confidence": 85.25
+}}
+
+Example 18:
+Question: "tell me what day today is"
+Category:
+{{
+  "category": "date",
+  "confidence": 5.45
+}}
+
+Example 19:
+Question: "what does the word ataraxy mean"
+Category:
+{{
+  "category": "definition",
+  "confidence": 81.72
+}}
+
+Example 20:
+Question: "can you show me how to set up my paycheck to be direct deposit to my first hawaiian bank account"
+Category:
+{{
+  "category": "direct_deposit",
+  "confidence": 12.75
+}}
+
+Example 21:
+Question: "how long does it take until i reach the sky harbor airport"
+Category:
+{{
+  "category": "distance",
+  "confidence": 34.04
+}}
+
+Example 22:
+Question: "you need to help me find my cellphone"
+Category:
+{{
+  "category": "find_phone",
+  "confidence": 36.45
+}}
+
+Example 23:
+Question: "whats my delta flight's status"
+Category:
+{{
+  "category": "flight_status",
+  "confidence": 17.57
+}}
+
+Example 24:
+Question: "tell me about something some trivia"
+Category:
+{{
+  "category": "fun_fact",
+  "confidence": 14.05
+}}
+
+Example 25:
+Question: "how much gas do i have in the tank"
+Category:
+{{
+  "category": "gas",
+  "confidence": 32.16
+}}
+
+Example 26:
+Question: "good speaking to you"
+Category:
+{{
+  "category": "goodbye",
+  "confidence": 6.56
+}}
+
+Example 27:
+Question: "hi, ai"
+Category:
+{{
+  "category": "greeting",
+  "confidence": 37.32
+}}
+
+Example 28:
+Question: "what's the typical wait time at red lobster"
+Category:
+{{
+  "category": "how_busy",
+  "confidence": 0.37
+}}
+
+Example 29:
+Question: "how old will you be"
+Category:
+{{
+  "category": "how_old_are_you",
+  "confidence": 52.29
+}}
+
+Example 30:
+Question: "my income equals what amount"
+Category:
+{{
+  "category": "income",
+  "confidence": 79.96
+}}
+
+Example 31:
+Question: "let me know if i can use ketchup in place of the mustard"
+Category:
+{{
+  "category": "ingredient_substitution",
+  "confidence": 14.54
+}}
+
+Example 32:
+Question: "what all is in gumbo"
+Category:
+{{
+  "category": "ingredients_list",
+  "confidence": 72.03
+}}
+
+Example 33:
+Question: "if i am in tulsa, will i get charged extra if i use my card"
+Category:
+{{
+  "category": "international_fees",
+  "confidence": 26.29
+}}
+
+Example 34:
+Question: "my luggage is missing i was on frontier flight ab123 from seattle"
+Category:
+{{
+  "category": "lost_luggage",
+  "confidence": 85.45
+}}
+
+Example 35:
+Question: "i can't tell"
+Category:
+{{
+  "category": "maybe",
+  "confidence": 71.38
+}}
+
+Example 36:
+Question: "what is the minimum i can pay on my heating bill"
+Category:
+{{
+  "category": "min_payment",
+  "confidence": 11.32
+}}
+
+Example 37:
+Question: "what's the mpg of my car"
+Category:
+{{
+  "category": "mpg",
+  "confidence": 9.93
+}}
+
+Example 38:
+Question: "can i apply for a discover card"
+Category:
+{{
+  "category": "new_card",
+  "confidence": 70.39
+}}
+
+Example 39:
+Question: "how many more days until my next paid day off"
+Category:
+{{
+  "category": "next_holiday",
+  "confidence": 11.62
+}}
+
+Example 40:
+Question: "skip this song and play the next"
+Category:
+{{
+  "category": "next_song",
+  "confidence": 0.91
+}}
+
+Example 41:
+Question: "how long is an oil change good for"
+Category:
+{{
+  "category": "oil_change_when",
+  "confidence": 77.2
+}}
+
+Example 42:
+Question: "can some more checkbooks get mailed to me"
+Category:
+{{
+  "category": "order_checks",
+  "confidence": 39.76
+}}
+
+Example 43:
+Question: "what is the status of the order i placed with you yesterday"
+Category:
+{{
+  "category": "order_status",
+  "confidence": 50.56
+}}
+
+Example 44:
+Question: "i want to do a payment on my water bill"
+Category:
+{{
+  "category": "pay_bill",
+  "confidence": 83.91
+}}
+
+Example 45:
+Question: "which date is my next paycheck due"
+Category:
+{{
+  "category": "payday",
+  "confidence": 97.4
+}}
+
+Example 46:
+Question: "what's my pin for my fidelity account"
+Category:
+{{
+  "category": "pin_change",
+  "confidence": 76.08
+}}
+
+Example 47:
+Question: "please play the song that goes doo doo doo"
+Category:
+{{
+  "category": "play_music",
+  "confidence": 29.75
+}}
+
+Example 48:
+Question: "what kind of outlets do they use in z"
+Category:
+{{
+  "category": "plug_type",
+  "confidence": 41.84
+}}
+
+Example 49:
+Question: "do you know ho many vacation days i currently have"
+Category:
+{{
+  "category": "pto_balance",
+  "confidence": 57.38
+}}
+
+Example 50:
+Question: "i want help making a pto request for february 22-27"
+Category:
+{{
+  "category": "pto_request",
+  "confidence": 42.33
+}}
+
+Example 51:
+Question: "any news for me regarding my day off request"
+Category:
+{{
+  "category": "pto_request_status",
+  "confidence": 39.68
+}}
+
+Example 52:
+Question: "see how many days i've taken off so far"
+Category:
+{{
+  "category": "pto_used",
+  "confidence": 40.94
+}}
+
+Example 53:
+Question: "i need to find a good way to make chicken soup"
+Category:
+{{
+  "category": "recipe",
+  "confidence": 25.03
+}}
+
+Example 54:
+Question: "what did i want to remember"
+Category:
+{{
+  "category": "reminder",
+  "confidence": 85.72
+}}
+
+Example 55:
+Question: "how much time before my new card is mailed to me"
+Category:
+{{
+  "category": "replacement_card_duration",
+  "confidence": 40.02
+}}
+
+Example 56:
+Question: "return to default settings"
+Category:
+{{
+  "category": "reset_settings",
+  "confidence": 15.5
+}}
+
+Example 57:
+Question: "what's a highly rated place for steak in omaha"
+Category:
+{{
+  "category": "restaurant_suggestion",
+  "confidence": 41.52
+}}
+
+Example 58:
+Question: "can you roll a ten sided die and tell me the number"
+Category:
+{{
+  "category": "roll_dice",
+  "confidence": 48.28
+}}
+
+Example 59:
+Question: "do you know if my 401k is able to be rolled over"
+Category:
+{{
+  "category": "rollover_401k",
+  "confidence": 58.7
+}}
+
+Example 60:
+Question: "where can i find a place where i can schedule to check my tires out"
+Category:
+{{
+  "category": "schedule_maintenance",
+  "confidence": 29.42
+}}
+
+Example 61:
+Question: "do me a favor and put sharpies on my list for shopping"
+Category:
+{{
+  "category": "shopping_list_update",
+  "confidence": 67.5
+}}
+
+Example 62:
+Question: "go ahead and connect to my phone"
+Category:
+{{
+  "category": "sync_device",
+  "confidence": 80.08
+}}
+
+Example 63:
+Question: "what do i owe the government on my taxes"
+Category:
+{{
+  "category": "taxes",
+  "confidence": 42.26
+}}
+
+Example 64:
+Question: "i would like to thank you"
+Category:
+{{
+  "category": "thank_you",
+  "confidence": 31.14
+}}
+
+Example 65:
+Question: "i need you to check the air levels in my tires and let me know if i have enough in them"
+Category:
+{{
+  "category": "tire_pressure",
+  "confidence": 48.56
+}}
+
+Example 66:
+Question: "move a dollar from my checkings to my savings"
+Category:
+{{
+  "category": "transfer",
+  "confidence": 99.15
+}}
+
+Example 67:
+Question: "mexico travel alerts"
+Category:
+{{
+  "category": "travel_alert",
+  "confidence": 62.54
+}}
+
+Example 68:
+Question: "please tell the bank i will be traveling internationally"
+Category:
+{{
+  "category": "travel_notification",
+  "confidence": 25.47
+}}
+
+Example 69:
+Question: "tell me some fun tourist attractions in london"
+Category:
+{{
+  "category": "travel_suggestion",
+  "confidence": 38.35
+}}
+
+Example 70:
+Question: "add this to my rock playlist"
+Category:
+{{
+  "category": "update_playlist",
+  "confidence": 72.72
+}}
+
+Example 71:
+Question: "i need a w2 form from"
+Category:
+{{
+  "category": "w2",
+  "confidence": 66.85
+}}
+
+Example 72:
+Question: "please tell me what subjects you like"
+Category:
+{{
+  "category": "what_can_i_ask_you",
+  "confidence": 18.42
+}}
+
+Example 73:
+Question: "are you from here or somewhere else originally"
+Category:
+{{
+  "category": "where_are_you_from",
+  "confidence": 72.52
+}}
+
+Example 74:
+Question: "i would like to know who programmed this ai"
+Category:
+{{
+  "category": "who_made_you",
+  "confidence": 67.31
+}}
+
+Example 75:
+Question: "yeah, that's right"
+Category:
+{{
+  "category": "yes",
+  "confidence": 65.8
+}}