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  1. .gitattributes +4 -0
  2. predictions-zeroshot/round10-fewshot-5nearestexsmples/classification_report_llama3.2_3b_banking_full.txt +65 -0
  3. predictions-zeroshot/round10-fewshot-5nearestexsmples/classification_report_llama3.2_3b_banking_knownonly.txt +65 -0
  4. predictions-zeroshot/round10-fewshot-5nearestexsmples/classification_report_llama3.2_3b_banking_open_vs_known_full.txt +8 -0
  5. predictions-zeroshot/round10-fewshot-5nearestexsmples/classification_report_llama3.2_3b_banking_open_vs_known_knownonly.txt +8 -0
  6. predictions-zeroshot/round10-fewshot-5nearestexsmples/cm_llama3.2_3b_banking_full.csv +60 -0
  7. predictions-zeroshot/round10-fewshot-5nearestexsmples/cm_llama3.2_3b_banking_full.png +3 -0
  8. predictions-zeroshot/round10-fewshot-5nearestexsmples/cm_llama3.2_3b_banking_knownonly.csv +60 -0
  9. predictions-zeroshot/round10-fewshot-5nearestexsmples/cm_llama3.2_3b_banking_knownonly.png +3 -0
  10. predictions-zeroshot/round10-fewshot-5nearestexsmples/overall_compare_banking_knownonly_vs_full.png +3 -0
  11. predictions-zeroshot/round10-fewshot-5nearestexsmples/overall_compare_banking_knownonly_vs_full_w_annotations.png +3 -0
.gitattributes CHANGED
@@ -51,3 +51,7 @@ predictions-zeroshot/round6-groupsimilarclasses-n-fewshot/cm_llama3.2_banking_gr
51
  predictions-zeroshot/round9-fewshot-nebiusqwen/cm_Qwen3-30B-A3B_banking.png filter=lfs diff=lfs merge=lfs -text
52
  predictions-zeroshot/round9-fewshot-nebiusqwen/cm_Qwen3-30B-A3B_oos.png filter=lfs diff=lfs merge=lfs -text
53
  predictions-zeroshot/round9-fewshot-nebiusqwen/cm_Qwen3-30B-A3B_stackoverflow.png filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
51
  predictions-zeroshot/round9-fewshot-nebiusqwen/cm_Qwen3-30B-A3B_banking.png filter=lfs diff=lfs merge=lfs -text
52
  predictions-zeroshot/round9-fewshot-nebiusqwen/cm_Qwen3-30B-A3B_oos.png filter=lfs diff=lfs merge=lfs -text
53
  predictions-zeroshot/round9-fewshot-nebiusqwen/cm_Qwen3-30B-A3B_stackoverflow.png filter=lfs diff=lfs merge=lfs -text
54
+ predictions-zeroshot/round10-fewshot-5nearestexsmples/cm_llama3.2_3b_banking_full.png filter=lfs diff=lfs merge=lfs -text
55
+ predictions-zeroshot/round10-fewshot-5nearestexsmples/cm_llama3.2_3b_banking_knownonly.png filter=lfs diff=lfs merge=lfs -text
56
+ predictions-zeroshot/round10-fewshot-5nearestexsmples/overall_compare_banking_knownonly_vs_full_w_annotations.png filter=lfs diff=lfs merge=lfs -text
57
+ predictions-zeroshot/round10-fewshot-5nearestexsmples/overall_compare_banking_knownonly_vs_full.png filter=lfs diff=lfs merge=lfs -text
predictions-zeroshot/round10-fewshot-5nearestexsmples/classification_report_llama3.2_3b_banking_full.txt ADDED
@@ -0,0 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ precision recall f1-score support
2
+
3
+ Refund_not_showing_up 0.58 0.96 0.72 202
4
+ activate_my_card 0.81 0.92 0.86 199
5
+ age_limit 0.97 0.99 0.98 150
6
+ atm_support 0.94 0.91 0.93 127
7
+ automatic_top_up 0.89 0.90 0.90 167
8
+ balance_not_updated_after_bank_transfer 0.53 0.75 0.62 211
9
+ balance_not_updated_after_cheque_or_cash_deposit 0.81 0.94 0.87 221
10
+ beneficiary_not_allowed 0.97 0.73 0.83 196
11
+ cancel_transfer 0.75 0.97 0.85 197
12
+ card_about_to_expire 0.16 0.81 0.26 169
13
+ card_arrival 0.50 0.91 0.65 193
14
+ card_delivery_estimate 0.60 0.64 0.62 152
15
+ card_linking 0.72 0.93 0.81 179
16
+ card_swallowed 0.63 0.88 0.73 101
17
+ cash_withdrawal_not_recognised 0.30 0.84 0.45 200
18
+ change_pin 0.68 0.98 0.80 162
19
+ compromised_card 0.80 0.83 0.82 126
20
+ contactless_not_working 0.62 0.81 0.70 75
21
+ country_support 0.86 0.98 0.92 169
22
+ declined_cash_withdrawal 0.47 0.82 0.59 213
23
+ declined_transfer 0.63 0.80 0.71 173
24
+ direct_debit_payment_not_recognised 0.93 0.85 0.89 222
25
+ disposable_card_limits 0.95 0.91 0.93 161
26
+ edit_personal_details 0.99 0.98 0.98 161
27
+ failed_transfer 0.65 0.83 0.73 177
28
+ get_disposable_virtual_card 0.85 0.93 0.89 137
29
+ get_physical_card 0.80 0.74 0.77 146
30
+ getting_spare_card 0.94 0.89 0.91 169
31
+ getting_virtual_card 0.94 0.86 0.90 138
32
+ lost_or_stolen_card 0.78 0.86 0.82 122
33
+ lost_or_stolen_phone 0.99 0.91 0.94 161
34
+ oos 0.94 0.19 0.32 3423
35
+ order_physical_card 0.73 0.68 0.70 160
36
+ passcode_forgotten 0.95 0.95 0.95 145
37
+ pending_card_payment 0.85 0.91 0.88 199
38
+ pending_cash_withdrawal 0.86 0.81 0.83 183
39
+ pending_top_up 0.96 0.67 0.79 189
40
+ pending_transfer 0.86 0.74 0.80 188
41
+ pin_blocked 0.93 0.88 0.90 155
42
+ receiving_money 0.42 0.90 0.58 135
43
+ terminate_account 0.99 0.99 0.99 148
44
+ top_up_by_bank_transfer_charge 0.43 0.87 0.58 151
45
+ top_up_by_cash_or_cheque 0.41 0.89 0.56 154
46
+ top_up_failed 0.75 0.85 0.80 185
47
+ top_up_limits 0.77 0.98 0.86 137
48
+ top_up_reverted 0.85 0.82 0.84 186
49
+ topping_up_by_card 0.72 0.83 0.77 143
50
+ transaction_charged_twice 0.91 0.92 0.91 215
51
+ transfer_fee_charged 0.79 0.91 0.84 212
52
+ transfer_into_account 0.67 0.85 0.75 153
53
+ transfer_not_received_by_recipient 0.62 0.82 0.71 211
54
+ transfer_timing 0.73 0.89 0.80 168
55
+ unable_to_verify_identity 0.89 0.89 0.89 142
56
+ verify_my_identity 0.75 0.92 0.82 144
57
+ verify_source_of_funds 0.98 0.94 0.96 153
58
+ verify_top_up 0.99 0.93 0.96 166
59
+ virtual_card_not_working 0.86 0.93 0.89 81
60
+ why_verify_identity 0.93 0.78 0.85 161
61
+ wrong_amount_of_cash_received 0.51 0.86 0.65 220
62
+
63
+ accuracy 0.69 13083
64
+ macro avg 0.76 0.86 0.79 13083
65
+ weighted avg 0.80 0.69 0.67 13083
predictions-zeroshot/round10-fewshot-5nearestexsmples/classification_report_llama3.2_3b_banking_knownonly.txt ADDED
@@ -0,0 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ precision recall f1-score support
2
+
3
+ Refund_not_showing_up 0.59 0.94 0.73 202
4
+ activate_my_card 0.82 0.80 0.81 199
5
+ age_limit 0.98 0.82 0.89 150
6
+ atm_support 0.95 0.85 0.90 127
7
+ automatic_top_up 0.91 0.68 0.78 167
8
+ balance_not_updated_after_bank_transfer 0.53 0.72 0.61 211
9
+ balance_not_updated_after_cheque_or_cash_deposit 0.82 0.92 0.87 221
10
+ beneficiary_not_allowed 0.97 0.67 0.80 196
11
+ cancel_transfer 0.76 0.85 0.80 197
12
+ card_about_to_expire 0.16 0.78 0.27 169
13
+ card_arrival 0.50 0.87 0.63 193
14
+ card_delivery_estimate 0.55 0.51 0.53 152
15
+ card_linking 0.73 0.90 0.81 179
16
+ card_swallowed 0.62 0.83 0.71 101
17
+ cash_withdrawal_not_recognised 0.30 0.79 0.44 200
18
+ change_pin 0.69 0.91 0.78 162
19
+ compromised_card 0.80 0.77 0.78 126
20
+ contactless_not_working 0.60 0.73 0.66 75
21
+ country_support 0.84 0.71 0.77 169
22
+ declined_cash_withdrawal 0.47 0.77 0.58 213
23
+ declined_transfer 0.58 0.60 0.59 173
24
+ direct_debit_payment_not_recognised 0.93 0.82 0.88 222
25
+ disposable_card_limits 0.95 0.88 0.92 161
26
+ edit_personal_details 0.98 0.78 0.87 161
27
+ failed_transfer 0.63 0.68 0.66 177
28
+ get_disposable_virtual_card 0.86 0.87 0.86 137
29
+ get_physical_card 0.79 0.71 0.75 146
30
+ getting_spare_card 0.94 0.79 0.86 169
31
+ getting_virtual_card 0.94 0.83 0.88 138
32
+ lost_or_stolen_card 0.75 0.69 0.72 122
33
+ lost_or_stolen_phone 0.99 0.67 0.80 161
34
+ oos 0.46 0.26 0.33 3423
35
+ order_physical_card 0.74 0.62 0.68 160
36
+ passcode_forgotten 0.96 0.85 0.90 145
37
+ pending_card_payment 0.86 0.85 0.86 199
38
+ pending_cash_withdrawal 0.86 0.79 0.82 183
39
+ pending_top_up 0.96 0.57 0.72 189
40
+ pending_transfer 0.89 0.66 0.76 188
41
+ pin_blocked 0.92 0.78 0.85 155
42
+ receiving_money 0.43 0.89 0.58 135
43
+ terminate_account 0.98 0.57 0.72 148
44
+ top_up_by_bank_transfer_charge 0.42 0.82 0.56 151
45
+ top_up_by_cash_or_cheque 0.43 0.83 0.57 154
46
+ top_up_failed 0.74 0.62 0.68 185
47
+ top_up_limits 0.78 0.81 0.80 137
48
+ top_up_reverted 0.84 0.72 0.77 186
49
+ topping_up_by_card 0.71 0.77 0.74 143
50
+ transaction_charged_twice 0.90 0.76 0.82 215
51
+ transfer_fee_charged 0.80 0.88 0.84 212
52
+ transfer_into_account 0.67 0.84 0.75 153
53
+ transfer_not_received_by_recipient 0.62 0.75 0.68 211
54
+ transfer_timing 0.75 0.87 0.80 168
55
+ unable_to_verify_identity 0.89 0.77 0.83 142
56
+ verify_my_identity 0.76 0.85 0.80 144
57
+ verify_source_of_funds 0.98 0.90 0.94 153
58
+ verify_top_up 0.99 0.89 0.93 166
59
+ virtual_card_not_working 0.88 0.89 0.88 81
60
+ why_verify_identity 0.94 0.74 0.83 161
61
+ wrong_amount_of_cash_received 0.51 0.75 0.61 220
62
+
63
+ accuracy 0.64 13083
64
+ macro avg 0.76 0.77 0.74 13083
65
+ weighted avg 0.68 0.64 0.64 13083
predictions-zeroshot/round10-fewshot-5nearestexsmples/classification_report_llama3.2_3b_banking_open_vs_known_full.txt ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ precision recall f1-score support
2
+
3
+ known 0.78 1.00 0.87 9660
4
+ open 0.94 0.19 0.32 3423
5
+
6
+ accuracy 0.79 13083
7
+ macro avg 0.86 0.59 0.60 13083
8
+ weighted avg 0.82 0.79 0.73 13083
predictions-zeroshot/round10-fewshot-5nearestexsmples/classification_report_llama3.2_3b_banking_open_vs_known_knownonly.txt ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ precision recall f1-score support
2
+
3
+ known 0.77 0.89 0.83 9660
4
+ open 0.46 0.26 0.33 3423
5
+
6
+ accuracy 0.73 13083
7
+ macro avg 0.62 0.58 0.58 13083
8
+ weighted avg 0.69 0.73 0.70 13083
predictions-zeroshot/round10-fewshot-5nearestexsmples/cm_llama3.2_3b_banking_full.csv ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ,Refund_not_showing_up,activate_my_card,age_limit,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_arrival,card_delivery_estimate,card_linking,card_swallowed,cash_withdrawal_not_recognised,change_pin,compromised_card,contactless_not_working,country_support,declined_cash_withdrawal,declined_transfer,direct_debit_payment_not_recognised,disposable_card_limits,edit_personal_details,failed_transfer,get_disposable_virtual_card,get_physical_card,getting_spare_card,getting_virtual_card,lost_or_stolen_card,lost_or_stolen_phone,oos,order_physical_card,passcode_forgotten,pending_card_payment,pending_cash_withdrawal,pending_top_up,pending_transfer,pin_blocked,receiving_money,terminate_account,top_up_by_bank_transfer_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,why_verify_identity,wrong_amount_of_cash_received
2
+ Refund_not_showing_up,193,0,0,0,0,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
3
+ activate_my_card,0,183,0,0,0,0,0,0,0,3,7,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
4
+ age_limit,0,0,149,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
5
+ atm_support,0,0,0,116,0,0,0,0,0,0,0,0,0,0,5,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
6
+ automatic_top_up,0,3,0,0,151,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,1,1,0,6,0,0,0,0,1,0,0,0,0,0,0,0,0,0
7
+ balance_not_updated_after_bank_transfer,1,0,0,0,0,158,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,1,0,8,0,0,0,1,0,0,0,0,0,0,0,3,20,12,0,0,0,0,0,0,1
8
+ balance_not_updated_after_cheque_or_cash_deposit,1,0,0,0,0,8,207,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0
9
+ beneficiary_not_allowed,0,0,0,0,0,1,0,143,0,1,0,0,0,0,0,0,0,2,0,1,9,0,0,0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,17,0,0,0,0,0,0,0,0
10
+ cancel_transfer,0,0,0,0,0,0,0,1,191,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,1,0,0,0,0,0,0,0,0
11
+ card_about_to_expire,0,0,0,0,0,0,0,0,0,137,6,1,14,0,0,0,0,0,2,0,0,0,0,0,0,0,1,1,0,0,0,0,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
12
+ card_arrival,0,0,0,0,0,0,0,0,0,1,176,11,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
13
+ card_delivery_estimate,0,1,0,0,0,0,0,0,0,0,46,97,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,5,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
14
+ card_linking,0,6,0,0,0,0,0,0,0,0,6,0,166,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
15
+ card_swallowed,0,0,0,2,0,0,0,0,0,0,1,1,0,89,2,0,0,0,0,2,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
16
+ cash_withdrawal_not_recognised,0,0,0,0,0,3,5,0,0,0,3,0,0,2,168,0,8,0,0,1,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0
17
+ change_pin,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,159,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
18
+ compromised_card,0,1,0,0,0,0,0,0,1,2,2,0,1,0,4,0,105,0,0,0,1,0,0,0,0,0,0,0,0,2,1,1,2,0,0,0,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
19
+ contactless_not_working,0,4,0,0,0,0,0,0,0,2,1,0,2,0,0,0,0,61,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
20
+ country_support,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,166,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
21
+ declined_cash_withdrawal,0,0,0,0,0,1,0,0,0,0,0,0,0,0,22,0,0,10,0,174,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
22
+ declined_transfer,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,2,0,13,139,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,7,0,0,0,0,0,0,0,0
23
+ direct_debit_payment_not_recognised,1,0,0,0,1,1,0,0,1,7,1,1,0,1,11,0,3,0,1,0,0,188,0,0,0,0,0,0,0,1,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0
24
+ disposable_card_limits,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,146,0,0,9,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0
25
+ edit_personal_details,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,158,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
26
+ failed_transfer,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,14,1,0,0,147,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,1,9,0,0,0,0,0,0,0,0
27
+ get_disposable_virtual_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,128,1,0,4,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
28
+ get_physical_card,0,0,0,0,0,0,0,0,0,0,2,1,0,0,0,29,0,0,0,0,0,0,0,0,0,0,108,0,0,0,0,0,0,4,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
29
+ getting_spare_card,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,2,150,0,0,0,0,11,0,0,0,0,0,0,0,0,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
30
+ getting_virtual_card,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,5,6,0,118,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0
31
+ lost_or_stolen_card,0,0,0,0,0,0,0,0,0,0,5,0,0,2,0,0,6,0,0,0,0,0,0,0,0,0,0,1,0,105,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
32
+ lost_or_stolen_phone,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,7,146,4,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
33
+ oos,133,26,2,4,16,83,15,0,61,709,76,40,35,44,296,35,6,20,15,167,46,11,1,1,48,8,6,1,0,2,1,657,15,0,23,12,3,1,1,156,0,143,173,3,11,4,25,14,42,33,6,0,2,0,3,0,4,7,177
34
+ order_physical_card,0,1,0,0,0,0,0,0,0,3,16,9,3,0,1,0,0,0,2,0,0,0,0,0,0,0,8,5,1,1,0,0,108,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
35
+ passcode_forgotten,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,138,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
36
+ pending_card_payment,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,1,0,0,181,2,0,2,0,0,0,0,0,0,0,0,0,1,0,0,3,3,0,0,0,0,0,0,0
37
+ pending_cash_withdrawal,1,0,0,0,0,2,4,0,0,0,0,0,0,0,19,0,0,1,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,148,0,2,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
38
+ pending_top_up,0,0,0,0,0,1,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,126,0,0,0,0,0,2,30,8,7,8,0,0,0,0,2,0,0,0,1,0,0,0
39
+ pending_transfer,1,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,1,3,0,139,0,0,0,0,0,0,0,0,0,0,1,0,15,18,0,0,0,0,0,0,0
40
+ pin_blocked,0,0,0,0,0,0,0,0,0,0,1,0,1,2,0,9,0,1,0,0,0,0,0,0,0,0,2,0,0,0,0,1,0,2,0,0,0,0,136,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
41
+ receiving_money,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,122,0,1,0,0,0,0,0,0,0,6,2,0,0,0,0,0,0,0,0
42
+ terminate_account,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,146,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
43
+ top_up_by_bank_transfer_charge,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,131,4,0,0,0,0,0,7,6,1,1,0,0,0,0,0,0,0
44
+ top_up_by_cash_or_cheque,0,0,0,0,0,0,4,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,137,0,1,0,3,0,0,2,1,0,0,0,0,0,0,0,0
45
+ top_up_failed,0,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,1,0,1,2,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,158,4,12,2,0,0,0,0,0,0,0,0,0,0,0,0
46
+ top_up_limits,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,0,134,0,0,0,0,0,0,0,0,0,0,0,0,0,0
47
+ top_up_reverted,0,0,0,0,1,1,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,1,0,0,2,18,1,152,3,0,0,0,0,0,0,0,0,0,0,0,0
48
+ topping_up_by_card,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,7,2,4,1,119,0,0,2,1,0,0,0,0,0,0,0,1
49
+ transaction_charged_twice,0,0,0,0,0,0,0,0,1,1,2,0,0,0,1,0,0,0,0,1,3,1,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,198,1,0,1,0,0,0,0,0,0,0,0
50
+ transfer_fee_charged,0,0,0,0,0,3,0,0,0,2,0,0,0,0,2,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0,0,1,0,0,0,192,0,3,0,0,0,0,0,0,0,0
51
+ transfer_into_account,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,9,5,0,0,0,4,0,0,130,3,0,0,0,0,0,0,0,0
52
+ transfer_not_received_by_recipient,1,0,0,0,0,7,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,4,0,0,3,0,0,0,0,0,0,0,0,0,0,0,1,173,17,0,0,0,0,0,0,0
53
+ transfer_timing,0,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1,8,150,0,0,0,0,0,0,0
54
+ unable_to_verify_identity,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,127,13,0,0,0,0,0
55
+ verify_my_identity,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,132,0,0,0,2,0
56
+ verify_source_of_funds,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,1,0,0,0,1,1,0,0,144,1,0,0,0
57
+ verify_top_up,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0,0,1,0,0,3,0,154,0,0,0
58
+ virtual_card_not_working,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,3,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,75,0,0
59
+ why_verify_identity,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,28,0,0,0,126,0
60
+ wrong_amount_of_cash_received,0,0,0,0,0,2,4,0,0,0,0,0,0,0,14,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,190
predictions-zeroshot/round10-fewshot-5nearestexsmples/cm_llama3.2_3b_banking_full.png ADDED

Git LFS Details

  • SHA256: e42a7a6e4faf0d33661bd9c3faaeaac40cf65afef876460966f265aebcc367d8
  • Pointer size: 131 Bytes
  • Size of remote file: 490 kB
predictions-zeroshot/round10-fewshot-5nearestexsmples/cm_llama3.2_3b_banking_knownonly.csv ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ,Refund_not_showing_up,activate_my_card,age_limit,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_arrival,card_delivery_estimate,card_linking,card_swallowed,cash_withdrawal_not_recognised,change_pin,compromised_card,contactless_not_working,country_support,declined_cash_withdrawal,declined_transfer,direct_debit_payment_not_recognised,disposable_card_limits,edit_personal_details,failed_transfer,get_disposable_virtual_card,get_physical_card,getting_spare_card,getting_virtual_card,lost_or_stolen_card,lost_or_stolen_phone,oos,order_physical_card,passcode_forgotten,pending_card_payment,pending_cash_withdrawal,pending_top_up,pending_transfer,pin_blocked,receiving_money,terminate_account,top_up_by_bank_transfer_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,why_verify_identity,wrong_amount_of_cash_received
2
+ Refund_not_showing_up,189,0,0,0,0,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,0,0,0,1,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
3
+ activate_my_card,0,159,0,0,0,0,0,0,0,3,7,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,27,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
4
+ age_limit,0,0,123,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
5
+ atm_support,0,0,0,108,0,0,0,0,0,0,0,0,0,0,5,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,11,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
6
+ automatic_top_up,0,1,0,0,114,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,43,0,0,0,0,0,0,0,0,0,1,1,0,5,0,0,0,0,1,0,0,0,0,0,0,0,0,0
7
+ balance_not_updated_after_bank_transfer,1,0,0,0,0,151,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,12,0,0,0,1,0,6,0,0,0,1,0,0,0,0,0,0,0,3,19,12,0,0,0,0,0,0,0
8
+ balance_not_updated_after_cheque_or_cash_deposit,1,0,0,0,0,7,204,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0
9
+ beneficiary_not_allowed,0,0,0,0,0,1,0,132,0,0,0,0,0,0,0,0,0,2,0,1,9,0,0,0,14,0,0,0,0,0,0,13,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,16,0,0,0,0,0,0,0,0
10
+ cancel_transfer,0,0,0,0,0,0,0,1,167,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0
11
+ card_about_to_expire,0,0,0,0,0,0,0,0,0,132,5,1,14,0,0,0,0,0,2,0,0,0,0,0,0,0,1,1,0,0,0,6,6,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
12
+ card_arrival,0,0,0,0,0,0,0,0,0,1,167,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
13
+ card_delivery_estimate,0,1,0,0,0,0,0,0,0,0,44,77,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,27,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
14
+ card_linking,0,5,0,0,0,0,0,0,0,0,6,0,161,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
15
+ card_swallowed,0,0,0,1,0,0,0,0,0,0,1,1,0,84,2,0,0,0,0,2,0,0,0,0,0,0,0,0,0,4,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
16
+ cash_withdrawal_not_recognised,0,0,0,0,0,3,4,0,0,0,3,0,0,2,157,0,8,0,0,1,0,0,0,0,0,0,0,0,0,7,0,12,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0
17
+ change_pin,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,148,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
18
+ compromised_card,0,1,0,0,0,0,0,0,1,2,2,0,1,0,4,0,97,0,0,0,1,0,0,0,0,0,0,0,0,1,0,11,2,0,0,0,0,0,0,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0
19
+ contactless_not_working,0,4,0,0,0,0,0,0,0,2,1,0,2,0,0,0,0,55,0,0,0,0,0,0,0,0,1,0,0,0,0,7,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
20
+ country_support,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,120,0,0,0,0,0,0,0,0,0,0,0,0,47,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
21
+ declined_cash_withdrawal,0,0,0,0,0,1,0,0,0,0,0,0,0,0,21,0,0,10,0,163,0,0,0,0,0,0,0,0,0,0,0,14,0,0,0,1,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
22
+ declined_transfer,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,2,0,11,104,0,0,0,8,0,0,0,0,0,0,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,6,0,0,0,0,0,0,0,0
23
+ direct_debit_payment_not_recognised,1,0,0,0,1,1,0,0,1,6,1,1,0,1,10,0,3,0,1,0,0,183,0,0,0,0,0,0,0,1,0,9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0
24
+ disposable_card_limits,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,142,0,0,8,0,1,2,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0
25
+ edit_personal_details,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,126,0,0,0,0,0,0,0,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
26
+ failed_transfer,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,13,1,0,0,121,0,0,0,0,0,0,28,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,1,8,0,0,0,0,0,0,0,0
27
+ get_disposable_virtual_card,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,0,0,119,1,0,4,0,0,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0
28
+ get_physical_card,0,0,0,0,0,0,0,0,0,0,2,1,0,0,0,24,0,0,0,0,0,0,0,0,0,0,103,0,0,0,0,12,0,2,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
29
+ getting_spare_card,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,2,133,0,0,0,20,8,0,0,0,0,0,0,0,0,2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0
30
+ getting_virtual_card,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,4,6,0,114,0,0,6,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,0,0
31
+ lost_or_stolen_card,0,0,0,0,0,0,0,0,0,0,4,0,0,2,0,0,5,0,0,0,0,0,0,0,0,0,0,1,0,84,0,24,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0
32
+ lost_or_stolen_phone,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,7,108,42,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
33
+ oos,124,21,1,4,10,79,15,0,51,651,72,37,31,42,280,32,6,19,12,157,42,11,1,1,41,7,6,1,0,2,1,879,13,0,21,12,3,1,1,152,0,141,146,1,9,4,24,13,38,32,5,0,1,0,3,0,2,6,159
34
+ order_physical_card,0,1,0,0,0,0,0,0,0,1,15,9,3,0,1,0,0,0,2,0,0,0,0,0,0,0,8,5,1,1,0,12,99,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
35
+ passcode_forgotten,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16,0,123,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
36
+ pending_card_payment,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,0,0,0,0,15,0,0,169,2,0,1,0,0,0,0,0,0,0,0,0,1,0,0,3,3,0,0,0,0,0,0,0
37
+ pending_cash_withdrawal,1,0,0,0,0,2,4,0,0,0,0,0,0,0,18,0,0,1,0,3,0,0,0,0,0,0,0,0,0,0,0,7,0,0,1,145,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0
38
+ pending_top_up,0,0,0,0,0,1,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,33,0,0,0,0,108,0,0,0,0,0,2,21,4,7,8,0,0,0,0,2,0,0,0,1,0,0,0
39
+ pending_transfer,1,0,0,0,0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,20,0,0,0,3,0,124,0,0,0,0,0,0,0,0,0,0,1,0,15,15,0,0,0,0,0,0,0
40
+ pin_blocked,0,0,0,0,0,0,0,0,0,0,1,0,1,2,0,9,0,1,0,0,0,0,0,0,0,0,2,0,0,0,0,16,0,2,0,0,0,0,121,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
41
+ receiving_money,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,0,0,0,0,0,0,0,120,0,1,0,0,0,0,0,0,0,5,1,0,0,0,0,0,0,0,0
42
+ terminate_account,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,63,0,0,0,0,0,0,0,0,84,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
43
+ top_up_by_bank_transfer_charge,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0,0,0,0,0,124,4,0,0,0,0,0,7,6,1,1,0,0,0,0,0,0,0
44
+ top_up_by_cash_or_cheque,0,0,0,0,0,0,4,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10,0,0,0,0,0,0,0,0,0,2,128,0,1,0,2,0,0,2,1,0,0,0,0,0,0,0,0
45
+ top_up_failed,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,1,0,1,2,0,0,0,2,0,0,0,0,0,0,45,0,0,0,0,0,0,0,0,0,0,0,115,4,12,1,0,0,0,0,0,0,0,0,0,0,0,0
46
+ top_up_limits,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25,0,0,0,0,0,0,0,0,0,0,1,0,111,0,0,0,0,0,0,0,0,0,0,0,0,0,0
47
+ top_up_reverted,0,0,0,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24,0,0,0,0,2,0,0,1,0,0,1,16,1,133,3,0,0,0,0,0,0,0,0,0,0,0,0
48
+ topping_up_by_card,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,11,1,0,0,1,0,0,0,0,0,0,7,2,3,1,110,0,0,2,1,0,0,0,0,0,0,0,1
49
+ transaction_charged_twice,0,0,0,0,0,0,0,0,1,0,2,0,0,0,1,0,0,0,0,0,3,1,1,0,0,0,0,0,0,0,0,39,0,0,0,0,0,0,0,2,0,0,0,0,1,0,0,163,0,0,1,0,0,0,0,0,0,0,0
50
+ transfer_fee_charged,0,0,0,0,0,3,0,0,0,2,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9,0,0,0,0,0,0,0,0,0,7,0,0,1,0,0,0,186,0,3,0,0,0,0,0,0,0,0
51
+ transfer_into_account,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,0,0,1,0,8,5,0,0,0,4,0,0,128,2,0,0,0,0,0,0,0,0
52
+ transfer_not_received_by_recipient,1,0,0,0,0,7,2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,19,0,0,4,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1,158,15,0,0,0,0,0,0,0
53
+ transfer_timing,0,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,1,8,146,0,0,0,0,0,0,0
54
+ unable_to_verify_identity,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,110,9,0,0,0,0,0
55
+ verify_my_identity,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,123,0,0,0,1,0
56
+ verify_source_of_funds,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7,0,0,0,0,0,0,0,2,0,0,0,0,0,0,1,0,0,0,1,0,0,0,138,1,0,0,0
57
+ verify_top_up,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,11,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0,0,1,0,0,3,0,147,0,0,0
58
+ virtual_card_not_working,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,3,0,0,1,0,0,0,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,72,0,0
59
+ why_verify_identity,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,26,0,0,0,119,0
60
+ wrong_amount_of_cash_received,0,0,0,0,0,1,4,0,0,0,0,0,0,0,13,0,0,0,0,7,0,0,0,0,0,0,0,0,0,0,0,29,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,165
predictions-zeroshot/round10-fewshot-5nearestexsmples/cm_llama3.2_3b_banking_knownonly.png ADDED

Git LFS Details

  • SHA256: 277e508849831d19556f1186422cb053a1fbed4ff527207e24e5421b6479028c
  • Pointer size: 131 Bytes
  • Size of remote file: 501 kB
predictions-zeroshot/round10-fewshot-5nearestexsmples/overall_compare_banking_knownonly_vs_full.png ADDED

Git LFS Details

  • SHA256: 047170fa56164e219bb98d2b0db4e54d0577ac2d4b6c7e3b9d7332b071bd9403
  • Pointer size: 131 Bytes
  • Size of remote file: 318 kB
predictions-zeroshot/round10-fewshot-5nearestexsmples/overall_compare_banking_knownonly_vs_full_w_annotations.png ADDED

Git LFS Details

  • SHA256: ae885d8ed4715779d61273d690fd907c9f0691bc749aadaad0ad4b1f99eb5e4d
  • Pointer size: 131 Bytes
  • Size of remote file: 424 kB