Datasets:
Tasks:
Text Classification
Languages:
English
Multilinguality:
monolingual
Size Categories:
10K<n<100K
Language Creators:
expert-generated
Annotations Creators:
expert-generated
Source Datasets:
original
ArXiv:
Tags:
License:
Commit
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a087e01
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Parent(s):
9c043e5
Delete legacy dataset_infos.json
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dataset_infos.json
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{
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"default": {
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"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",
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"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",
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"homepage": "https://github.com/PolyAI-LDN/task-specific-datasets",
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"license": "Creative Commons Attribution 4.0 International",
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"features": {
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"text": {
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"dtype": "string",
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"_type": "Value"
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},
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"label": {
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"names": [
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"activate_my_card",
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"age_limit",
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"apple_pay_or_google_pay",
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"atm_support",
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"automatic_top_up",
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"balance_not_updated_after_bank_transfer",
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"balance_not_updated_after_cheque_or_cash_deposit",
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"beneficiary_not_allowed",
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"cancel_transfer",
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"card_about_to_expire",
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"card_acceptance",
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"card_arrival",
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"card_delivery_estimate",
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"card_linking",
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"card_not_working",
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"card_payment_fee_charged",
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"card_payment_not_recognised",
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"card_payment_wrong_exchange_rate",
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"card_swallowed",
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"cash_withdrawal_charge",
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"cash_withdrawal_not_recognised",
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"change_pin",
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"compromised_card",
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"contactless_not_working",
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"country_support",
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"declined_card_payment",
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"declined_cash_withdrawal",
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"declined_transfer",
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"direct_debit_payment_not_recognised",
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"disposable_card_limits",
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"edit_personal_details",
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"exchange_charge",
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"exchange_rate",
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"exchange_via_app",
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"extra_charge_on_statement",
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"failed_transfer",
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"fiat_currency_support",
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"get_disposable_virtual_card",
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"get_physical_card",
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"getting_spare_card",
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"getting_virtual_card",
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"lost_or_stolen_card",
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"lost_or_stolen_phone",
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"order_physical_card",
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"passcode_forgotten",
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"pending_card_payment",
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"pending_cash_withdrawal",
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"pending_top_up",
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"pending_transfer",
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"pin_blocked",
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"receiving_money",
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"Refund_not_showing_up",
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"request_refund",
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"reverted_card_payment?",
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"supported_cards_and_currencies",
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"terminate_account",
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"top_up_by_bank_transfer_charge",
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"top_up_by_card_charge",
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"top_up_by_cash_or_cheque",
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"top_up_failed",
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"top_up_limits",
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"top_up_reverted",
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"topping_up_by_card",
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"transaction_charged_twice",
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"transfer_fee_charged",
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"transfer_into_account",
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"transfer_not_received_by_recipient",
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"transfer_timing",
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"unable_to_verify_identity",
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"verify_my_identity",
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"verify_source_of_funds",
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"verify_top_up",
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"virtual_card_not_working",
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"visa_or_mastercard",
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"why_verify_identity",
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"wrong_amount_of_cash_received",
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"wrong_exchange_rate_for_cash_withdrawal"
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],
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"_type": "ClassLabel"
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}
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},
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"task_templates": [
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{
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"task": "text-classification",
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"label_column": "label"
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}
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],
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"builder_name": "banking77",
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"dataset_name": "banking77",
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"config_name": "default",
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"version": {
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"version_str": "1.1.0",
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"major": 1,
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"minor": 1,
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"patch": 0
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},
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"splits": {
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"train": {
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"name": "train",
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"num_bytes": 715028,
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"num_examples": 10003,
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"dataset_name": null
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},
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"test": {
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"name": "test",
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"num_bytes": 204010,
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"num_examples": 3080,
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"dataset_name": null
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}
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},
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"download_size": 392040,
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"dataset_size": 919038,
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"size_in_bytes": 1311078
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}
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}
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