Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
ArXiv:
License:
{ | |
"default": { | |
"description": "BANKING77 dataset provides a very fine-grained set of intents in a banking domain.\nIt comprises 13,083 customer service queries labeled with 77 intents.\nIt focuses on fine-grained single-domain intent detection.\n", | |
"citation": "\\\n@inproceedings{Casanueva2020,\n author = {I{\\~{n}}igo Casanueva and Tadas Temcinas and Daniela Gerz and Matthew Henderson and Ivan Vulic},\n title = {Efficient Intent Detection with Dual Sentence Encoders},\n year = {2020},\n month = {mar},\n note = {Data available at https://github.com/PolyAI-LDN/task-specific-datasets},\n url = {https://arxiv.org/abs/2003.04807},\n booktitle = {Proceedings of the 2nd Workshop on NLP for ConvAI - ACL 2020}\n}\n", | |
"homepage": "https://github.com/PolyAI-LDN/task-specific-datasets", | |
"license": "Creative Commons Attribution 4.0 International", | |
"features": { | |
"text": { | |
"dtype": "string", | |
"_type": "Value" | |
}, | |
"label": { | |
"names": [ | |
"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" | |
], | |
"_type": "ClassLabel" | |
} | |
}, | |
"task_templates": [ | |
{ | |
"task": "text-classification", | |
"label_column": "label" | |
} | |
], | |
"builder_name": "banking77", | |
"dataset_name": "banking77", | |
"config_name": "default", | |
"version": { | |
"version_str": "1.1.0", | |
"major": 1, | |
"minor": 1, | |
"patch": 0 | |
}, | |
"splits": { | |
"train": { | |
"name": "train", | |
"num_bytes": 715028, | |
"num_examples": 10003, | |
"dataset_name": null | |
}, | |
"test": { | |
"name": "test", | |
"num_bytes": 204010, | |
"num_examples": 3080, | |
"dataset_name": null | |
} | |
}, | |
"download_size": 392040, | |
"dataset_size": 919038, | |
"size_in_bytes": 1311078 | |
} | |
} |