Text Classification
Joblib
sentence-transformers
English
scikit-learn
intent-classification
banking77
linear-svc
Instructions to use Amitava25/banking77-intent-classifier-champion with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use Amitava25/banking77-intent-classifier-champion with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("Amitava25/banking77-intent-classifier-champion") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
| { | |
| "0": "activate_my_card", | |
| "1": "age_limit", | |
| "10": "card_acceptance", | |
| "11": "card_arrival", | |
| "12": "card_delivery_estimate", | |
| "13": "card_linking", | |
| "14": "card_not_working", | |
| "15": "card_payment_fee_charged", | |
| "16": "card_payment_not_recognised", | |
| "17": "card_payment_wrong_exchange_rate", | |
| "18": "card_swallowed", | |
| "19": "cash_withdrawal_charge", | |
| "2": "apple_pay_or_google_pay", | |
| "20": "cash_withdrawal_not_recognised", | |
| "21": "change_pin", | |
| "22": "compromised_card", | |
| "23": "contactless_not_working", | |
| "24": "country_support", | |
| "25": "declined_card_payment", | |
| "26": "declined_cash_withdrawal", | |
| "27": "declined_transfer", | |
| "28": "direct_debit_payment_not_recognised", | |
| "29": "disposable_card_limits", | |
| "3": "atm_support", | |
| "30": "edit_personal_details", | |
| "31": "exchange_charge", | |
| "32": "exchange_rate", | |
| "33": "exchange_via_app", | |
| "34": "extra_charge_on_statement", | |
| "35": "failed_transfer", | |
| "36": "fiat_currency_support", | |
| "37": "get_disposable_virtual_card", | |
| "38": "get_physical_card", | |
| "39": "getting_spare_card", | |
| "4": "automatic_top_up", | |
| "40": "getting_virtual_card", | |
| "41": "lost_or_stolen_card", | |
| "42": "lost_or_stolen_phone", | |
| "43": "order_physical_card", | |
| "44": "passcode_forgotten", | |
| "45": "pending_card_payment", | |
| "46": "pending_cash_withdrawal", | |
| "47": "pending_top_up", | |
| "48": "pending_transfer", | |
| "49": "pin_blocked", | |
| "5": "balance_not_updated_after_bank_transfer", | |
| "50": "receiving_money", | |
| "51": "Refund_not_showing_up", | |
| "52": "request_refund", | |
| "53": "reverted_card_payment?", | |
| "54": "supported_cards_and_currencies", | |
| "55": "terminate_account", | |
| "56": "top_up_by_bank_transfer_charge", | |
| "57": "top_up_by_card_charge", | |
| "58": "top_up_by_cash_or_cheque", | |
| "59": "top_up_failed", | |
| "6": "balance_not_updated_after_cheque_or_cash_deposit", | |
| "60": "top_up_limits", | |
| "61": "top_up_reverted", | |
| "62": "topping_up_by_card", | |
| "63": "transaction_charged_twice", | |
| "64": "transfer_fee_charged", | |
| "65": "transfer_into_account", | |
| "66": "transfer_not_received_by_recipient", | |
| "67": "transfer_timing", | |
| "68": "unable_to_verify_identity", | |
| "69": "verify_my_identity", | |
| "7": "beneficiary_not_allowed", | |
| "70": "verify_source_of_funds", | |
| "71": "verify_top_up", | |
| "72": "virtual_card_not_working", | |
| "73": "visa_or_mastercard", | |
| "74": "why_verify_identity", | |
| "75": "wrong_amount_of_cash_received", | |
| "76": "wrong_exchange_rate_for_cash_withdrawal", | |
| "8": "cancel_transfer", | |
| "9": "card_about_to_expire" | |
| } | |