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Names of intents #11

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cbrew opened this issue Dec 5, 2021 · 0 comments
Open

Names of intents #11

cbrew opened this issue Dec 5, 2021 · 0 comments

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@cbrew
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cbrew commented Dec 5, 2021

The mapping from the category names listed in banking_data/categories.json to the numbers in the Hugging Face version of the dataset is not simple. It looks as if the most useful order is obtained by lowercasing the names and sorting.
Then the intents in the training set look sensible compared to the text.

['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']

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