Update README.md
Browse files
README.md
CHANGED
@@ -52,7 +52,90 @@ The model can be used on text classification. In particular is fine tuned on ban
|
|
52 |
|
53 |
## Training and evaluation data
|
54 |
|
55 |
-
The dataset used is [banking77](https://huggingface.co/datasets/banking77)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
56 |
|
57 |
## Training procedure
|
58 |
|
|
|
52 |
|
53 |
## Training and evaluation data
|
54 |
|
55 |
+
The dataset used is [banking77](https://huggingface.co/datasets/banking77)
|
56 |
+
|
57 |
+
The 77 labels are:
|
58 |
+
|
59 |
+
|label|intent|
|
60 |
+
|:---:|:----:|
|
61 |
+
|0|activate_my_card|
|
62 |
+
|1|age_limit|
|
63 |
+
|2|apple_pay_or_google_pay|
|
64 |
+
|3|atm_support|
|
65 |
+
|4|automatic_top_up|
|
66 |
+
|5|balance_not_updated_after_bank_transfer|
|
67 |
+
|6|balance_not_updated_after_cheque_or_cash_deposit|
|
68 |
+
|7|beneficiary_not_allowed|
|
69 |
+
|8|cancel_transfer|
|
70 |
+
|9|card_about_to_expire|
|
71 |
+
|10|card_acceptance|
|
72 |
+
|11|card_arrival|
|
73 |
+
|12|card_delivery_estimate|
|
74 |
+
|13|card_linking|
|
75 |
+
|14|card_not_working|
|
76 |
+
|15|card_payment_fee_charged|
|
77 |
+
|16|card_payment_not_recognised|
|
78 |
+
|17|card_payment_wrong_exchange_rate|
|
79 |
+
|18|card_swallowed|
|
80 |
+
|19|cash_withdrawal_charge|
|
81 |
+
|20|cash_withdrawal_not_recognised|
|
82 |
+
|21|change_pin|
|
83 |
+
|22|compromised_card|
|
84 |
+
|23|contactless_not_working|
|
85 |
+
|24|country_support|
|
86 |
+
|25|declined_card_payment|
|
87 |
+
|26|declined_cash_withdrawal|
|
88 |
+
|27|declined_transfer|
|
89 |
+
|28|direct_debit_payment_not_recognised|
|
90 |
+
|29|disposable_card_limits|
|
91 |
+
|30|edit_personal_details|
|
92 |
+
|31|exchange_charge|
|
93 |
+
|32|exchange_rate|
|
94 |
+
|33|exchange_via_app|
|
95 |
+
|34|extra_charge_on_statement|
|
96 |
+
|35|failed_transfer|
|
97 |
+
|36|fiat_currency_support|
|
98 |
+
|37|get_disposable_virtual_card|
|
99 |
+
|38|get_physical_card|
|
100 |
+
|39|getting_spare_card|
|
101 |
+
|40|getting_virtual_card|
|
102 |
+
|41|lost_or_stolen_card|
|
103 |
+
|42|lost_or_stolen_phone|
|
104 |
+
|43|order_physical_card|
|
105 |
+
|44|passcode_forgotten|
|
106 |
+
|45|pending_card_payment|
|
107 |
+
|46|pending_cash_withdrawal|
|
108 |
+
|47|pending_top_up|
|
109 |
+
|48|pending_transfer|
|
110 |
+
|49|pin_blocked|
|
111 |
+
|50|receiving_money|
|
112 |
+
|51|Refund_not_showing_up|
|
113 |
+
|52|request_refund|
|
114 |
+
|53|reverted_card_payment?|
|
115 |
+
|54|supported_cards_and_currencies|
|
116 |
+
|55|terminate_account|
|
117 |
+
|56|top_up_by_bank_transfer_charge|
|
118 |
+
|57|top_up_by_card_charge|
|
119 |
+
|58|top_up_by_cash_or_cheque|
|
120 |
+
|59|top_up_failed|
|
121 |
+
|60|top_up_limits|
|
122 |
+
|61|top_up_reverted|
|
123 |
+
|62|topping_up_by_card|
|
124 |
+
|63|transaction_charged_twice|
|
125 |
+
|64|transfer_fee_charged|
|
126 |
+
|65|transfer_into_account|
|
127 |
+
|66|transfer_not_received_by_recipient|
|
128 |
+
|67|transfer_timing|
|
129 |
+
|68|unable_to_verify_identity|
|
130 |
+
|69|verify_my_identity|
|
131 |
+
|70|verify_source_of_funds|
|
132 |
+
|71|verify_top_up|
|
133 |
+
|72|virtual_card_not_working|
|
134 |
+
|73|visa_or_mastercard|
|
135 |
+
|74|why_verify_identity|
|
136 |
+
|75|wrong_amount_of_cash_received|
|
137 |
+
|76|wrong_exchange_rate_for_cash_withdrawal|
|
138 |
+
|
139 |
|
140 |
## Training procedure
|
141 |
|