| { |
| "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": "@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" |
| } |
| }, |
| "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": 388204, |
| "dataset_size": 919038, |
| "size_in_bytes": 1307242 |
| } |
| } |
