banking77
Note
ID: catalog.cards.banking77 | Type: TaskCard
{
"loader": {
"path": "PolyAI/banking77",
"type": "load_hf"
},
"preprocess_steps": [
{
"mix": {
"test": "test",
"train": "train[85%]",
"validation": "train[15%]"
},
"type": "split_random_mix"
},
{
"mappers": {
"label": {
"0": "activate_my_card",
"1": "age_limit",
"10": "card_acceptance",
"11": "card_arrival",
"12": "card_delivery_estimate",
"13": "card_linking",
"14": "card_not_working",
"15": "card_payment_fee_charged",
"16": "card_payment_not_recognised",
"17": "card_payment_wrong_exchange_rate",
"18": "card_swallowed",
"19": "cash_withdrawal_charge",
"2": "apple_pay_or_google_pay",
"20": "cash_withdrawal_not_recognised",
"21": "change_pin",
"22": "compromised_card",
"23": "contactless_not_working",
"24": "country_support",
"25": "declined_card_payment",
"26": "declined_cash_withdrawal",
"27": "declined_transfer",
"28": "direct_debit_payment_not_recognised",
"29": "disposable_card_limits",
"3": "atm_support",
"30": "edit_personal_details",
"31": "exchange_charge",
"32": "exchange_rate",
"33": "exchange_via_app",
"34": "extra_charge_on_statement",
"35": "failed_transfer",
"36": "fiat_currency_support",
"37": "get_disposable_virtual_card",
"38": "get_physical_card",
"39": "getting_spare_card",
"4": "automatic_top_up",
"40": "getting_virtual_card",
"41": "lost_or_stolen_card",
"42": "lost_or_stolen_phone",
"43": "order_physical_card",
"44": "passcode_forgotten",
"45": "pending_card_payment",
"46": "pending_cash_withdrawal",
"47": "pending_top_up",
"48": "pending_transfer",
"49": "pin_blocked",
"5": "balance_not_updated_after_bank_transfer",
"50": "receiving_money",
"51": "Refund_not_showing_up",
"52": "request_refund",
"53": "reverted_card_payment?",
"54": "supported_cards_and_currencies",
"55": "terminate_account",
"56": "top_up_by_bank_transfer_charge",
"57": "top_up_by_card_charge",
"58": "top_up_by_cash_or_cheque",
"59": "top_up_failed",
"6": "balance_not_updated_after_cheque_or_cash_deposit",
"60": "top_up_limits",
"61": "top_up_reverted",
"62": "topping_up_by_card",
"63": "transaction_charged_twice",
"64": "transfer_fee_charged",
"65": "transfer_into_account",
"66": "transfer_not_received_by_recipient",
"67": "transfer_timing",
"68": "unable_to_verify_identity",
"69": "verify_my_identity",
"7": "beneficiary_not_allowed",
"70": "verify_source_of_funds",
"71": "verify_top_up",
"72": "virtual_card_not_working",
"73": "visa_or_mastercard",
"74": "why_verify_identity",
"75": "wrong_amount_of_cash_received",
"76": "wrong_exchange_rate_for_cash_withdrawal",
"8": "cancel_transfer",
"9": "card_about_to_expire"
}
},
"type": "map_instance_values"
},
{
"fields": {
"classes": [
"activate_my_card",
"age_limit",
"apple_pay_or_google_pay",
"atm_support",
"automatic_top_up",
"balance_not_updated_after_bank_transfer",
"balance_not_updated_after_cheque_or_cash_deposit",
"beneficiary_not_allowed",
"cancel_transfer",
"card_about_to_expire",
"card_acceptance",
"card_arrival",
"card_delivery_estimate",
"card_linking",
"card_not_working",
"card_payment_fee_charged",
"card_payment_not_recognised",
"card_payment_wrong_exchange_rate",
"card_swallowed",
"cash_withdrawal_charge",
"cash_withdrawal_not_recognised",
"change_pin",
"compromised_card",
"contactless_not_working",
"country_support",
"declined_card_payment",
"declined_cash_withdrawal",
"declined_transfer",
"direct_debit_payment_not_recognised",
"disposable_card_limits",
"edit_personal_details",
"exchange_charge",
"exchange_rate",
"exchange_via_app",
"extra_charge_on_statement",
"failed_transfer",
"fiat_currency_support",
"get_disposable_virtual_card",
"get_physical_card",
"getting_spare_card",
"getting_virtual_card",
"lost_or_stolen_card",
"lost_or_stolen_phone",
"order_physical_card",
"passcode_forgotten",
"pending_card_payment",
"pending_cash_withdrawal",
"pending_top_up",
"pending_transfer",
"pin_blocked",
"receiving_money",
"Refund_not_showing_up",
"request_refund",
"reverted_card_payment?",
"supported_cards_and_currencies",
"terminate_account",
"top_up_by_bank_transfer_charge",
"top_up_by_card_charge",
"top_up_by_cash_or_cheque",
"top_up_failed",
"top_up_limits",
"top_up_reverted",
"topping_up_by_card",
"transaction_charged_twice",
"transfer_fee_charged",
"transfer_into_account",
"transfer_not_received_by_recipient",
"transfer_timing",
"unable_to_verify_identity",
"verify_my_identity",
"verify_source_of_funds",
"verify_top_up",
"virtual_card_not_working",
"visa_or_mastercard",
"why_verify_identity",
"wrong_amount_of_cash_received",
"wrong_exchange_rate_for_cash_withdrawal"
],
"text_type": "sentence",
"type_of_class": "intent"
},
"type": "add_fields"
}
],
"task": "tasks.classification.multi_class",
"templates": "templates.classification.multi_class.all",
"type": "task_card"
}