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 | |
| } | |
| } |