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bert-base-multilingual-cased-iob2-20250306095307
nttaii/bert-base-multilingual-cased-iob2-20250306095307
bert-base-multilingual-cased-iob2-20250306095307 is a machine learning model from nttaii. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Mar 6, 2025
- Updated
- Mar 6, 2025
- SHA
- 14e33b4b
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
bert-base-multilingual-cased-iob2-20250306095307
This model is a fine-tuned version of bert-base-multilingual-cased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2589
- Overall Strict Precision: 0.7656
- Overall Strict Recall: 0.7260
- Overall Strict F1: 0.7453
- Overall Ent Type Precision: 0.8513
- Overall Ent Type Recall: 0.8072
- Overall Ent Type F1: 0.8287
- Overall Partial Precision: 0.8207
- Overall Partial Recall: 0.7782
- Overall Partial F1: 0.7989
- Overall Exact Precision: 0.7760
- Overall Exact Recall: 0.7359
- Overall Exact F1: 0.7554
- Companyvatnumber Strict Precision: 0.0584
- Companyvatnumber Strict Recall: 0.6917
- Companyvatnumber Strict F1: 0.1078
- Companyvatnumber Ent Type Precision: 0.0612
- Companyvatnumber Ent Type Recall: 0.7246
- Companyvatnumber Ent Type F1: 0.1129
- Companyvatnumber Partial Precision: 0.0647
- Companyvatnumber Partial Recall: 0.7656
- Companyvatnumber Partial F1: 0.1193
- Companyvatnumber Exact Precision: 0.0630
- Companyvatnumber Exact Recall: 0.7456
- Companyvatnumber Exact F1: 0.1162
- Hotelfaxnumber Strict Precision: 0.1140
- Hotelfaxnumber Strict Recall: 0.7298
- Hotelfaxnumber Strict F1: 0.1972
- Hotelfaxnumber Ent Type Precision: 0.1368
- Hotelfaxnumber Ent Type Recall: 0.8756
- Hotelfaxnumber Ent Type F1: 0.2366
- Hotelfaxnumber Partial Precision: 0.1257
- Hotelfaxnumber Partial Recall: 0.8044
- Hotelfaxnumber Partial F1: 0.2174
- Hotelfaxnumber Exact Precision: 0.1142
- Hotelfaxnumber Exact Recall: 0.7312
- Hotelfaxnumber Exact F1: 0.1976
- Hotelcity Strict Precision: 0.1790
- Hotelcity Strict Recall: 0.6819
- Hotelcity Strict F1: 0.2836
- Hotelcity Ent Type Precision: 0.1927
- Hotelcity Ent Type Recall: 0.7343
- Hotelcity Ent Type F1: 0.3053
- Hotelcity Partial Precision: 0.1896
- Hotelcity Partial Recall: 0.7222
- Hotelcity Partial F1: 0.3003
- Hotelcity Exact Precision: 0.1819
- Hotelcity Exact Recall: 0.6929
- Hotelcity Exact F1: 0.2881
- Companyzipcode Strict Precision: 0.2322
- Companyzipcode Strict Recall: 0.9179
- Companyzipcode Strict F1: 0.3707
- Companyzipcode Ent Type Precision: 0.2369
- Companyzipcode Ent Type Recall: 0.9363
- Companyzipcode Ent Type F1: 0.3781
- Companyzipcode Partial Precision: 0.2370
- Companyzipcode Partial Recall: 0.9367
- Companyzipcode Partial F1: 0.3783
- Companyzipcode Exact Precision: 0.2341
- Companyzipcode Exact Recall: 0.9254
- Companyzipcode Exact F1: 0.3737
- Reservationnumber Strict Precision: 0.0320
- Reservationnumber Strict Recall: 0.5433
- Reservationnumber Strict F1: 0.0604
- Reservationnumber Ent Type Precision: 0.0330
- Reservationnumber Ent Type Recall: 0.5596
- Reservationnumber Ent Type F1: 0.0622
- Reservationnumber Partial Precision: 0.0399
- Reservationnumber Partial Recall: 0.6767
- Reservationnumber Partial F1: 0.0753
- Reservationnumber Exact Precision: 0.0386
- Reservationnumber Exact Recall: 0.6551
- Reservationnumber Exact F1: 0.0729
- Taxamount Strict Precision: 0.0865
- Taxamount Strict Recall: 0.7991
- Taxamount Strict F1: 0.1561
- Taxamount Ent Type Precision: 0.0949
- Taxamount Ent Type Recall: 0.8770
- Taxamount Ent Type F1: 0.1713
- Taxamount Partial Precision: 0.0911
- Taxamount Partial Recall: 0.8421
- Taxamount Partial F1: 0.1645
- Taxamount Exact Precision: 0.0869
- Taxamount Exact Recall: 0.8025
- Taxamount Exact F1: 0.1567
- Hotelname Strict Precision: 0.1071
- Hotelname Strict Recall: 0.3548
- Hotelname Strict F1: 0.1645
- Hotelname Ent Type Precision: 0.1654
- Hotelname Ent Type Recall: 0.5481
- Hotelname Ent Type F1: 0.2541
- Hotelname Partial Precision: 0.1373
- Hotelname Partial Recall: 0.4548
- Hotelname Partial F1: 0.2109
- Hotelname Exact Precision: 0.1074
- Hotelname Exact Recall: 0.3560
- Hotelname Exact F1: 0.1651
- Hotelvatnumber Strict Precision: 0.1321
- Hotelvatnumber Strict Recall: 0.6890
- Hotelvatnumber Strict F1: 0.2217
- Hotelvatnumber Ent Type Precision: 0.1405
- Hotelvatnumber Ent Type Recall: 0.7325
- Hotelvatnumber Ent Type F1: 0.2357
- Hotelvatnumber Partial Precision: 0.1448
- Hotelvatnumber Partial Recall: 0.7549
- Hotelvatnumber Partial F1: 0.2429
- Hotelvatnumber Exact Precision: 0.1400
- Hotelvatnumber Exact Recall: 0.7303
- Hotelvatnumber Exact F1: 0.2350
- Hoteladdress Strict Precision: 0.1260
- Hoteladdress Strict Recall: 0.4507
- Hoteladdress Strict F1: 0.1969
- Hoteladdress Ent Type Precision: 0.1903
- Hoteladdress Ent Type Recall: 0.6805
- Hoteladdress Ent Type F1: 0.2974
- Hoteladdress Partial Precision: 0.1595
- Hoteladdress Partial Recall: 0.5704
- Hoteladdress Partial F1: 0.2492
- Hoteladdress Exact Precision: 0.1266
- Hoteladdress Exact Recall: 0.4529
- Hoteladdress Exact F1: 0.1979
- Hotelcountry Strict Precision: 0.0515
- Hotelcountry Strict Recall: 0.7620
- Hotelcountry Strict F1: 0.0965
- Hotelcountry Ent Type Precision: 0.0524
- Hotelcountry Ent Type Recall: 0.7749
- Hotelcountry Ent Type F1: 0.0981
- Hotelcountry Partial Precision: 0.0538
- Hotelcountry Partial Recall: 0.7958
- Hotelcountry Partial F1: 0.1008
- Hotelcountry Exact Precision: 0.0533
- Hotelcountry Exact Recall: 0.7880
- Hotelcountry Exact F1: 0.0998
- Companyaddress Strict Precision: 0.1857
- Companyaddress Strict Recall: 0.7144
- Companyaddress Strict F1: 0.2948
- Companyaddress Ent Type Precision: 0.2341
- Companyaddress Ent Type Recall: 0.9007
- Companyaddress Ent Type F1: 0.3716
- Companyaddress Partial Precision: 0.2117
- Companyaddress Partial Recall: 0.8145
- Companyaddress Partial F1: 0.3361
- Companyaddress Exact Precision: 0.1867
- Companyaddress Exact Recall: 0.7183
- Companyaddress Exact F1: 0.2964
- Cardtype Strict Precision: 0.0484
- Cardtype Strict Recall: 0.5525
- Cardtype Strict F1: 0.0890
- Cardtype Ent Type Precision: 0.0541
- Cardtype Ent Type Recall: 0.6172
- Cardtype Ent Type F1: 0.0994
- Cardtype Partial Precision: 0.0513
- Cardtype Partial Recall: 0.5855
- Cardtype Partial F1: 0.0943
- Cardtype Exact Precision: 0.0485
- Cardtype Exact Recall: 0.5532
- Cardtype Exact F1: 0.0891
- Pagenumber Strict Precision: 0.1225
- Pagenumber Strict Recall: 0.7944
- Pagenumber Strict F1: 0.2122
- Pagenumber Ent Type Precision: 0.1252
- Pagenumber Ent Type Recall: 0.8124
- Pagenumber Ent Type F1: 0.2170
- Pagenumber Partial Precision: 0.1240
- Pagenumber Partial Recall: 0.8043
- Pagenumber Partial F1: 0.2148
- Pagenumber Exact Precision: 0.1226
- Pagenumber Exact Recall: 0.7953
- Pagenumber Exact F1: 0.2124
- Companyname Strict Precision: 0.1733
- Companyname Strict Recall: 0.6537
- Companyname Strict F1: 0.2740
- Companyname Ent Type Precision: 0.2270
- Companyname Ent Type Recall: 0.8564
- Companyname Ent Type F1: 0.3589
- Companyname Partial Precision: 0.2026
- Companyname Partial Recall: 0.7645
- Companyname Partial F1: 0.3203
- Companyname Exact Precision: 0.1745
- Companyname Exact Recall: 0.6584
- Companyname Exact F1: 0.2759
- Invoicedate Strict Precision: 0.2284
- Invoicedate Strict Recall: 0.9003
- Invoicedate Strict F1: 0.3643
- Invoicedate Ent Type Precision: 0.2343
- Invoicedate Ent Type Recall: 0.9237
- Invoicedate Ent Type F1: 0.3738
- Invoicedate Partial Precision: 0.2333
- Invoicedate Partial Recall: 0.9198
- Invoicedate Partial F1: 0.3722
- Invoicedate Exact Precision: 0.2302
- Invoicedate Exact Recall: 0.9075
- Invoicedate Exact F1: 0.3672
- Cardnumber Strict Precision: 0.0071
- Cardnumber Strict Recall: 0.3289
- Cardnumber Strict F1: 0.0139
- Cardnumber Ent Type Precision: 0.0094
- Cardnumber Ent Type Recall: 0.4350
- Cardnumber Ent Type F1: 0.0184
- Cardnumber Partial Precision: 0.0084
- Cardnumber Partial Recall: 0.3881
- Cardnumber Partial F1: 0.0164
- Cardnumber Exact Precision: 0.0072
- Cardnumber Exact Recall: 0.3308
- Cardnumber Exact F1: 0.0140
- Hoteltaxcode Strict Precision: 0.0448
- Hoteltaxcode Strict Recall: 0.5630
- Hoteltaxcode Strict F1: 0.0830
- Hoteltaxcode Ent Type Precision: 0.0477
- Hoteltaxcode Ent Type Recall: 0.5997
- Hoteltaxcode Ent Type F1: 0.0883
- Hoteltaxcode Partial Precision: 0.0489
- Hoteltaxcode Partial Recall: 0.6150
- Hoteltaxcode Partial F1: 0.0906
- Hoteltaxcode Exact Precision: 0.0472
- Hoteltaxcode Exact Recall: 0.5929
- Hoteltaxcode Exact F1: 0.0874
- Checkout Strict Precision: 0.2508
- Checkout Strict Recall: 0.9087
- Checkout Strict F1: 0.3931
- Checkout Ent Type Precision: 0.2541
- Checkout Ent Type Recall: 0.9208
- Checkout Ent Type F1: 0.3983
- Checkout Partial Precision: 0.2537
- Checkout Partial Recall: 0.9191
- Checkout Partial F1: 0.3976
- Checkout Exact Precision: 0.2519
- Checkout Exact Recall: 0.9128
- Checkout Exact F1: 0.3949
- Travellername Strict Precision: 0.1599
- Travellername Strict Recall: 0.5082
- Travellername Strict F1: 0.2433
- Travellername Ent Type Precision: 0.2257
- Travellername Ent Type Recall: 0.7172
- Travellername Ent Type F1: 0.3433
- Travellername Partial Precision: 0.1941
- Travellername Partial Recall: 0.6170
- Travellername Partial F1: 0.2953
- Travellername Exact Precision: 0.1608
- Travellername Exact Recall: 0.5111
- Travellername Exact F1: 0.2447
- Companycity Strict Precision: 0.2206
- Companycity Strict Recall: 0.8625
- Companycity Strict F1: 0.3513
- Companycity Ent Type Precision: 0.2315
- Companycity Ent Type Recall: 0.9051
- Companycity Ent Type F1: 0.3686
- Companycity Partial Precision: 0.2310
- Companycity Partial Recall: 0.9033
- Companycity Partial F1: 0.3679
- Companycity Exact Precision: 0.2249
- Companycity Exact Recall: 0.8793
- Companycity Exact F1: 0.3581
- Hotelemail Strict Precision: 0.1740
- Hotelemail Strict Recall: 0.8886
- Hotelemail Strict F1: 0.2910
- Hotelemail Ent Type Precision: 0.1810
- Hotelemail Ent Type Recall: 0.9247
- Hotelemail Ent Type F1: 0.3028
- Hotelemail Partial Precision: 0.1775
- Hotelemail Partial Recall: 0.9069
- Hotelemail Partial F1: 0.2970
- Hotelemail Exact Precision: 0.1740
- Hotelemail Exact Recall: 0.8889
- Hotelemail Exact F1: 0.2910
- Hotelzipcode Strict Precision: 0.1863
- Hotelzipcode Strict Recall: 0.7165
- Hotelzipcode Strict F1: 0.2958
- Hotelzipcode Ent Type Precision: 0.1959
- Hotelzipcode Ent Type Recall: 0.7533
- Hotelzipcode Ent Type F1: 0.3110
- Hotelzipcode Partial Precision: 0.1932
- Hotelzipcode Partial Recall: 0.7428
- Hotelzipcode Partial F1: 0.3066
- Hotelzipcode Exact Precision: 0.1879
- Hotelzipcode Exact Recall: 0.7225
- Hotelzipcode Exact F1: 0.2983
- Currencycode Strict Precision: 0.1022
- Currencycode Strict Recall: 0.5132
- Currencycode Strict F1: 0.1704
- Currencycode Ent Type Precision: 0.1023
- Currencycode Ent Type Recall: 0.5137
- Currencycode Ent Type F1: 0.1706
- Currencycode Partial Precision: 0.1026
- Currencycode Partial Recall: 0.5151
- Currencycode Partial F1: 0.1711
- Currencycode Exact Precision: 0.1023
- Currencycode Exact Recall: 0.5139
- Currencycode Exact F1: 0.1707
- Externalreservationnumber Strict Precision: 0.0074
- Externalreservationnumber Strict Recall: 0.4160
- Externalreservationnumber Strict F1: 0.0145
- Externalreservationnumber Ent Type Precision: 0.0079
- Externalreservationnumber Ent Type Recall: 0.4438
- Externalreservationnumber Ent Type F1: 0.0155
- Externalreservationnumber Partial Precision: 0.0112
- Externalreservationnumber Partial Recall: 0.6275
- Externalreservationnumber Partial F1: 0.0219
- Externalreservationnumber Exact Precision: 0.0105
- Externalreservationnumber Exact Recall: 0.5910
- Externalreservationnumber Exact F1: 0.0207
- Invoicenumber Strict Precision: 0.2197
- Invoicenumber Strict Recall: 0.8589
- Invoicenumber Strict F1: 0.3499
- Invoicenumber Ent Type Precision: 0.2340
- Invoicenumber Ent Type Recall: 0.9145
- Invoicenumber Ent Type F1: 0.3726
- Invoicenumber Partial Precision: 0.2292
- Invoicenumber Partial Recall: 0.8961
- Invoicenumber Partial F1: 0.3651
- Invoicenumber Exact Precision: 0.2220
- Invoicenumber Exact Recall: 0.8679
- Invoicenumber Exact F1: 0.3536
- Netamount Strict Precision: 0.1001
- Netamount Strict Recall: 0.7714
- Netamount Strict F1: 0.1772
- Netamount Ent Type Precision: 0.1103
- Netamount Ent Type Recall: 0.8504
- Netamount Ent Type F1: 0.1953
- Netamount Partial Precision: 0.1063
- Netamount Partial Recall: 0.8189
- Netamount Partial F1: 0.1881
- Netamount Exact Precision: 0.1010
- Netamount Exact Recall: 0.7782
- Netamount Exact F1: 0.1788
- Companycountry Strict Precision: 0.1473
- Companycountry Strict Recall: 0.8805
- Companycountry Strict F1: 0.2523
- Companycountry Ent Type Precision: 0.1478
- Companycountry Ent Type Recall: 0.8838
- Companycountry Ent Type F1: 0.2533
- Companycountry Partial Precision: 0.1516
- Companycountry Partial Recall: 0.9063
- Companycountry Partial F1: 0.2597
- Companycountry Exact Precision: 0.1511
- Companycountry Exact Recall: 0.9036
- Companycountry Exact F1: 0.2589
- Documenttype Strict Precision: 0.1997
- Documenttype Strict Recall: 0.7807
- Documenttype Strict F1: 0.3180
- Documenttype Ent Type Precision: 0.2159
- Documenttype Ent Type Recall: 0.8439
- Documenttype Ent Type F1: 0.3438
- Documenttype Partial Precision: 0.2081
- Documenttype Partial Recall: 0.8134
- Documenttype Partial F1: 0.3314
- Documenttype Exact Precision: 0.1999
- Documenttype Exact Recall: 0.7814
- Documenttype Exact F1: 0.3184
- Grossamount Strict Precision: 0.1649
- Grossamount Strict Recall: 0.6855
- Grossamount Strict F1: 0.2659
- Grossamount Ent Type Precision: 0.1781
- Grossamount Ent Type Recall: 0.7401
- Grossamount Ent Type F1: 0.2871
- Grossamount Partial Precision: 0.1732
- Grossamount Partial Recall: 0.7197
- Grossamount Partial F1: 0.2792
- Grossamount Exact Precision: 0.1664
- Grossamount Exact Recall: 0.6913
- Grossamount Exact F1: 0.2682
- Hotelbankaccount Strict Precision: 0.0
- Hotelbankaccount Strict Recall: 0.0
- Hotelbankaccount Strict F1: 0
- Hotelbankaccount Ent Type Precision: 0.0
- Hotelbankaccount Ent Type Recall: 0.0
- Hotelbankaccount Ent Type F1: 0
- Hotelbankaccount Partial Precision: 0.0
- Hotelbankaccount Partial Recall: 0.0
- Hotelbankaccount Partial F1: 0
- Hotelbankaccount Exact Precision: 0.0
- Hotelbankaccount Exact Recall: 0.0
- Hotelbankaccount Exact F1: 0
- Bookingnumber Strict Precision: 0.0366
- Bookingnumber Strict Recall: 0.5356
- Bookingnumber Strict F1: 0.0685
- Bookingnumber Ent Type Precision: 0.0399
- Bookingnumber Ent Type Recall: 0.5838
- Bookingnumber Ent Type F1: 0.0747
- Bookingnumber Partial Precision: 0.0465
- Bookingnumber Partial Recall: 0.6807
- Bookingnumber Partial F1: 0.0871
- Bookingnumber Exact Precision: 0.0446
- Bookingnumber Exact Recall: 0.6520
- Bookingnumber Exact F1: 0.0835
- Checkin Strict Precision: 0.2533
- Checkin Strict Recall: 0.9109
- Checkin Strict F1: 0.3963
- Checkin Ent Type Precision: 0.2585
- Checkin Ent Type Recall: 0.9296
- Checkin Ent Type F1: 0.4045
- Checkin Partial Precision: 0.2583
- Checkin Partial Recall: 0.9289
- Checkin Partial F1: 0.4042
- Checkin Exact Precision: 0.2551
- Checkin Exact Recall: 0.9177
- Checkin Exact F1: 0.3993
- Roomno Strict Precision: 0.2466
- Roomno Strict Recall: 0.8407
- Roomno Strict F1: 0.3813
- Roomno Ent Type Precision: 0.2476
- Roomno Ent Type Recall: 0.8440
- Roomno Ent Type F1: 0.3828
- Roomno Partial Precision: 0.2495
- Roomno Partial Recall: 0.8506
- Roomno Partial F1: 0.3858
- Roomno Exact Precision: 0.2489
- Roomno Exact Recall: 0.8486
- Roomno Exact F1: 0.3849
- Hotelphonenumber Strict Precision: 0.1512
- Hotelphonenumber Strict Recall: 0.6972
- Hotelphonenumber Strict F1: 0.2485
- Hotelphonenumber Ent Type Precision: 0.1939
- Hotelphonenumber Ent Type Recall: 0.8941
- Hotelphonenumber Ent Type F1: 0.3187
- Hotelphonenumber Partial Precision: 0.1729
- Hotelphonenumber Partial Recall: 0.7970
- Hotelphonenumber Partial F1: 0.2841
- Hotelphonenumber Exact Precision: 0.1514
- Hotelphonenumber Exact Recall: 0.6981
- Hotelphonenumber Exact F1: 0.2489
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 16
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.5
- num_epochs: 8
Training results
| Training Loss | Epoch | Step | Validation Loss | Overall Strict Precision | Overall Strict Recall | Overall Strict F1 | Overall Ent Type Precision | Overall Ent Type Recall | Overall Ent Type F1 | Overall Partial Precision | Overall Partial Recall | Overall Partial F1 | Overall Exact Precision | Overall Exact Recall | Overall Exact F1 | Companyvatnumber Strict Precision | Companyvatnumber Strict Recall | Companyvatnumber Strict F1 | Companyvatnumber Ent Type Precision | Companyvatnumber Ent Type Recall | Companyvatnumber Ent Type F1 | Companyvatnumber Partial Precision | Companyvatnumber Partial Recall | Companyvatnumber Partial F1 | Companyvatnumber Exact Precision | Companyvatnumber Exact Recall | Companyvatnumber Exact F1 | Hotelfaxnumber Strict Precision | Hotelfaxnumber Strict Recall | Hotelfaxnumber Strict F1 | Hotelfaxnumber Ent Type Precision | Hotelfaxnumber Ent Type Recall | Hotelfaxnumber Ent Type F1 | Hotelfaxnumber Partial Precision | Hotelfaxnumber Partial Recall | Hotelfaxnumber Partial F1 | Hotelfaxnumber Exact Precision | Hotelfaxnumber Exact Recall | Hotelfaxnumber Exact F1 | Hotelcity Strict Precision | Hotelcity Strict Recall | Hotelcity Strict F1 | Hotelcity Ent Type Precision | Hotelcity Ent Type Recall | Hotelcity Ent Type F1 | Hotelcity Partial Precision | Hotelcity Partial Recall | Hotelcity Partial F1 | Hotelcity Exact Precision | Hotelcity Exact Recall | Hotelcity Exact F1 | Companyzipcode Strict Precision | Companyzipcode Strict Recall | Companyzipcode Strict F1 | Companyzipcode Ent Type Precision | Companyzipcode Ent Type Recall | Companyzipcode Ent Type F1 | Companyzipcode Partial Precision | Companyzipcode Partial Recall | Companyzipcode Partial F1 | Companyzipcode Exact Precision | Companyzipcode Exact Recall | Companyzipcode Exact F1 | Reservationnumber Strict Precision | Reservationnumber Strict Recall | Reservationnumber Strict F1 | Reservationnumber Ent Type Precision | Reservationnumber Ent Type Recall | Reservationnumber Ent Type F1 | Reservationnumber Partial Precision | Reservationnumber Partial Recall | Reservationnumber Partial F1 | Reservationnumber Exact Precision | Reservationnumber Exact Recall | Reservationnumber Exact F1 | Taxamount Strict Precision | Taxamount Strict Recall | Taxamount Strict F1 | Taxamount Ent Type Precision | Taxamount Ent Type Recall | Taxamount Ent Type F1 | Taxamount Partial Precision | Taxamount Partial Recall | Taxamount Partial F1 | Taxamount Exact Precision | Taxamount Exact Recall | Taxamount Exact F1 | Hoteladdress Strict Precision | Hoteladdress Strict Recall | Hoteladdress Strict F1 | Hoteladdress Ent Type Precision | Hoteladdress Ent Type Recall | Hoteladdress Ent Type F1 | Hoteladdress Partial Precision | Hoteladdress Partial Recall | Hoteladdress Partial F1 | Hoteladdress Exact Precision | Hoteladdress Exact Recall | Hoteladdress Exact F1 | Hotelvatnumber Strict Precision | Hotelvatnumber Strict Recall | Hotelvatnumber Strict F1 | Hotelvatnumber Ent Type Precision | Hotelvatnumber Ent Type Recall | Hotelvatnumber Ent Type F1 | Hotelvatnumber Partial Precision | Hotelvatnumber Partial Recall | Hotelvatnumber Partial F1 | Hotelvatnumber Exact Precision | Hotelvatnumber Exact Recall | Hotelvatnumber Exact F1 | Hotelname Strict Precision | Hotelname Strict Recall | Hotelname Strict F1 | Hotelname Ent Type Precision | Hotelname Ent Type Recall | Hotelname Ent Type F1 | Hotelname Partial Precision | Hotelname Partial Recall | Hotelname Partial F1 | Hotelname Exact Precision | Hotelname Exact Recall | Hotelname Exact F1 | Hotelcountry Strict Precision | Hotelcountry Strict Recall | Hotelcountry Strict F1 | Hotelcountry Ent Type Precision | Hotelcountry Ent Type Recall | Hotelcountry Ent Type F1 | Hotelcountry Partial Precision | Hotelcountry Partial Recall | Hotelcountry Partial F1 | Hotelcountry Exact Precision | Hotelcountry Exact Recall | Hotelcountry Exact F1 | Companyaddress Strict Precision | Companyaddress Strict Recall | Companyaddress Strict F1 | Companyaddress Ent Type Precision | Companyaddress Ent Type Recall | Companyaddress Ent Type F1 | Companyaddress Partial Precision | Companyaddress Partial Recall | Companyaddress Partial F1 | Companyaddress Exact Precision | Companyaddress Exact Recall | Companyaddress Exact F1 | Cardtype Strict Precision | Cardtype Strict Recall | Cardtype Strict F1 | Cardtype Ent Type Precision | Cardtype Ent Type Recall | Cardtype Ent Type F1 | Cardtype Partial Precision | Cardtype Partial Recall | Cardtype Partial F1 | Cardtype Exact Precision | Cardtype Exact Recall | Cardtype Exact F1 | Pagenumber Strict Precision | Pagenumber Strict Recall | Pagenumber Strict F1 | Pagenumber Ent Type Precision | Pagenumber Ent Type Recall | Pagenumber Ent Type F1 | Pagenumber Partial Precision | Pagenumber Partial Recall | Pagenumber Partial F1 | Pagenumber Exact Precision | Pagenumber Exact Recall | Pagenumber Exact F1 | Companyname Strict Precision | Companyname Strict Recall | Companyname Strict F1 | Companyname Ent Type Precision | Companyname Ent Type Recall | Companyname Ent Type F1 | Companyname Partial Precision | Companyname Partial Recall | Companyname Partial F1 | Companyname Exact Precision | Companyname Exact Recall | Companyname Exact F1 | Invoicedate Strict Precision | Invoicedate Strict Recall | Invoicedate Strict F1 | Invoicedate Ent Type Precision | Invoicedate Ent Type Recall | Invoicedate Ent Type F1 | Invoicedate Partial Precision | Invoicedate Partial Recall | Invoicedate Partial F1 | Invoicedate Exact Precision | Invoicedate Exact Recall | Invoicedate Exact F1 | Cardnumber Strict Precision | Cardnumber Strict Recall | Cardnumber Strict F1 | Cardnumber Ent Type Precision | Cardnumber Ent Type Recall | Cardnumber Ent Type F1 | Cardnumber Partial Precision | Cardnumber Partial Recall | Cardnumber Partial F1 | Cardnumber Exact Precision | Cardnumber Exact Recall | Cardnumber Exact F1 | Hoteltaxcode Strict Precision | Hoteltaxcode Strict Recall | Hoteltaxcode Strict F1 | Hoteltaxcode Ent Type Precision | Hoteltaxcode Ent Type Recall | Hoteltaxcode Ent Type F1 | Hoteltaxcode Partial Precision | Hoteltaxcode Partial Recall | Hoteltaxcode Partial F1 | Hoteltaxcode Exact Precision | Hoteltaxcode Exact Recall | Hoteltaxcode Exact F1 | Checkout Strict Precision | Checkout Strict Recall | Checkout Strict F1 | Checkout Ent Type Precision | Checkout Ent Type Recall | Checkout Ent Type F1 | Checkout Partial Precision | Checkout Partial Recall | Checkout Partial F1 | Checkout Exact Precision | Checkout Exact Recall | Checkout Exact F1 | Travellername Strict Precision | Travellername Strict Recall | Travellername Strict F1 | Travellername Ent Type Precision | Travellername Ent Type Recall | Travellername Ent Type F1 | Travellername Partial Precision | Travellername Partial Recall | Travellername Partial F1 | Travellername Exact Precision | Travellername Exact Recall | Travellername Exact F1 | Companycity Strict Precision | Companycity Strict Recall | Companycity Strict F1 | Companycity Ent Type Precision | Companycity Ent Type Recall | Companycity Ent Type F1 | Companycity Partial Precision | Companycity Partial Recall | Companycity Partial F1 | Companycity Exact Precision | Companycity Exact Recall | Companycity Exact F1 | Hotelemail Strict Precision | Hotelemail Strict Recall | Hotelemail Strict F1 | Hotelemail Ent Type Precision | Hotelemail Ent Type Recall | Hotelemail Ent Type F1 | Hotelemail Partial Precision | Hotelemail Partial Recall | Hotelemail Partial F1 | Hotelemail Exact Precision | Hotelemail Exact Recall | Hotelemail Exact F1 | Hotelzipcode Strict Precision | Hotelzipcode Strict Recall | Hotelzipcode Strict F1 | Hotelzipcode Ent Type Precision | Hotelzipcode Ent Type Recall | Hotelzipcode Ent Type F1 | Hotelzipcode Partial Precision | Hotelzipcode Partial Recall | Hotelzipcode Partial F1 | Hotelzipcode Exact Precision | Hotelzipcode Exact Recall | Hotelzipcode Exact F1 | Currencycode Strict Precision | Currencycode Strict Recall | Currencycode Strict F1 | Currencycode Ent Type Precision | Currencycode Ent Type Recall | Currencycode Ent Type F1 | Currencycode Partial Precision | Currencycode Partial Recall | Currencycode Partial F1 | Currencycode Exact Precision | Currencycode Exact Recall | Currencycode Exact F1 | Externalreservationnumber Strict Precision | Externalreservationnumber Strict Recall | Externalreservationnumber Strict F1 | Externalreservationnumber Ent Type Precision | Externalreservationnumber Ent Type Recall | Externalreservationnumber Ent Type F1 | Externalreservationnumber Partial Precision | Externalreservationnumber Partial Recall | Externalreservationnumber Partial F1 | Externalreservationnumber Exact Precision | Externalreservationnumber Exact Recall | Externalreservationnumber Exact F1 | Invoicenumber Strict Precision | Invoicenumber Strict Recall | Invoicenumber Strict F1 | Invoicenumber Ent Type Precision | Invoicenumber Ent Type Recall | Invoicenumber Ent Type F1 | Invoicenumber Partial Precision | Invoicenumber Partial Recall | Invoicenumber Partial F1 | Invoicenumber Exact Precision | Invoicenumber Exact Recall | Invoicenumber Exact F1 | Netamount Strict Precision | Netamount Strict Recall | Netamount Strict F1 | Netamount Ent Type Precision | Netamount Ent Type Recall | Netamount Ent Type F1 | Netamount Partial Precision | Netamount Partial Recall | Netamount Partial F1 | Netamount Exact Precision | Netamount Exact Recall | Netamount Exact F1 | Companycountry Strict Precision | Companycountry Strict Recall | Companycountry Strict F1 | Companycountry Ent Type Precision | Companycountry Ent Type Recall | Companycountry Ent Type F1 | Companycountry Partial Precision | Companycountry Partial Recall | Companycountry Partial F1 | Companycountry Exact Precision | Companycountry Exact Recall | Companycountry Exact F1 | Documenttype Strict Precision | Documenttype Strict Recall | Documenttype Strict F1 | Documenttype Ent Type Precision | Documenttype Ent Type Recall | Documenttype Ent Type F1 | Documenttype Partial Precision | Documenttype Partial Recall | Documenttype Partial F1 | Documenttype Exact Precision | Documenttype Exact Recall | Documenttype Exact F1 | Grossamount Strict Precision | Grossamount Strict Recall | Grossamount Strict F1 | Grossamount Ent Type Precision | Grossamount Ent Type Recall | Grossamount Ent Type F1 | Grossamount Partial Precision | Grossamount Partial Recall | Grossamount Partial F1 | Grossamount Exact Precision | Grossamount Exact Recall | Grossamount Exact F1 | Hotelbankaccount Strict Precision | Hotelbankaccount Strict Recall | Hotelbankaccount Strict F1 | Hotelbankaccount Ent Type Precision | Hotelbankaccount Ent Type Recall | Hotelbankaccount Ent Type F1 | Hotelbankaccount Partial Precision | Hotelbankaccount Partial Recall | Hotelbankaccount Partial F1 | Hotelbankaccount Exact Precision | Hotelbankaccount Exact Recall | Hotelbankaccount Exact F1 | Bookingnumber Strict Precision | Bookingnumber Strict Recall | Bookingnumber Strict F1 | Bookingnumber Ent Type Precision | Bookingnumber Ent Type Recall | Bookingnumber Ent Type F1 | Bookingnumber Partial Precision | Bookingnumber Partial Recall | Bookingnumber Partial F1 | Bookingnumber Exact Precision | Bookingnumber Exact Recall | Bookingnumber Exact F1 | Checkin Strict Precision | Checkin Strict Recall | Checkin Strict F1 | Checkin Ent Type Precision | Checkin Ent Type Recall | Checkin Ent Type F1 | Checkin Partial Precision | Checkin Partial Recall | Checkin Partial F1 | Checkin Exact Precision | Checkin Exact Recall | Checkin Exact F1 | Roomno Strict Precision | Roomno Strict Recall | Roomno Strict F1 | Roomno Ent Type Precision | Roomno Ent Type Recall | Roomno Ent Type F1 | Roomno Partial Precision | Roomno Partial Recall | Roomno Partial F1 | Roomno Exact Precision | Roomno Exact Recall | Roomno Exact F1 | Hotelphonenumber Strict Precision | Hotelphonenumber Strict Recall | Hotelphonenumber Strict F1 | Hotelphonenumber Ent Type Precision | Hotelphonenumber Ent Type Recall | Hotelphonenumber Ent Type F1 | Hotelphonenumber Partial Precision | Hotelphonenumber Partial Recall | Hotelphonenumber Partial F1 | Hotelphonenumber Exact Precision | Hotelphonenumber Exact Recall | Hotelphonenumber Exact F1 |
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| 1.1299 | 1.0 | 620 | 0.2454 | 0.6397 | 0.5804 | 0.6086 | 0.7722 | 0.7006 | 0.7346 | 0.7342 | 0.6662 | 0.6986 | 0.6604 | 0.5992 | 0.6283 | 0.0131 | 0.2931 | 0.0250 | 0.0337 | 0.7563 | 0.0646 | 0.0248 | 0.5567 | 0.0475 | 0.0136 | 0.3055 | 0.0261 | 0.0801 | 0.6932 | 0.1436 | 0.1009 | 0.8732 | 0.1809 | 0.0909 | 0.7863 | 0.1629 | 0.0803 | 0.6945 | 0.1439 | 0.1174 | 0.5141 | 0.1912 | 0.1349 | 0.5905 | 0.2196 | 0.1345 | 0.5888 | 0.2190 | 0.1241 | 0.5434 | 0.2021 | 0.1677 | 0.8502 | 0.2802 | 0.1757 | 0.8904 | 0.2934 | 0.1760 | 0.8920 | 0.2940 | 0.1709 | 0.8661 | 0.2855 | 0.0042 | 0.1517 | 0.0082 | 0.0135 | 0.4840 | 0.0262 | 0.0111 | 0.3983 | 0.0215 | 0.0051 | 0.1832 | 0.0099 | 0.0108 | 0.1489 | 0.0202 | 0.0249 | 0.3433 | 0.0465 | 0.0218 | 0.3001 | 0.0406 | 0.0114 | 0.1569 | 0.0212 | 0.0615 | 0.2722 | 0.1004 | 0.1305 | 0.5775 | 0.2129 | 0.0982 | 0.4344 | 0.1602 | 0.0622 | 0.2753 | 0.1015 | 0.0876 | 0.4922 | 0.1488 | 0.1008 | 0.5664 | 0.1712 | 0.1051 | 0.5905 | 0.1785 | 0.0966 | 0.5426 | 0.1640 | 0.0301 | 0.1430 | 0.0497 | 0.0872 | 0.4141 | 0.1440 | 0.0592 | 0.2811 | 0.0978 | 0.0302 | 0.1436 | 0.0499 | 0.0040 | 0.7924 | 0.0079 | 0.0040 | 0.7924 | 0.0079 | 0.0040 | 0.7953 | 0.0079 | 0.0040 | 0.7953 | 0.0079 | 0.1257 | 0.6101 | 0.2085 | 0.1706 | 0.8279 | 0.2830 | 0.1507 | 0.7313 | 0.2499 | 0.1267 | 0.6149 | 0.2102 | 0.0148 | 0.4466 | 0.0286 | 0.0205 | 0.6192 | 0.0397 | 0.0177 | 0.5329 | 0.0342 | 0.0148 | 0.4466 | 0.0286 | 0.0817 | 0.6757 | 0.1458 | 0.0835 | 0.6900 | 0.1489 | 0.0830 | 0.6866 | 0.1482 | 0.0819 | 0.6771 | 0.1461 | 0.1108 | 0.5331 | 0.1834 | 0.1639 | 0.7888 | 0.2714 | 0.1389 | 0.6686 | 0.2300 | 0.1113 | 0.5356 | 0.1843 | 0.1653 | 0.8286 | 0.2756 | 0.1744 | 0.8741 | 0.2907 | 0.1718 | 0.8611 | 0.2864 | 0.1668 | 0.8362 | 0.2781 | 0.0034 | 0.2524 | 0.0068 | 0.0071 | 0.5198 | 0.0139 | 0.0054 | 0.3963 | 0.0106 | 0.0034 | 0.2524 | 0.0068 | 0.0191 | 0.4538 | 0.0367 | 0.0299 | 0.7099 | 0.0574 | 0.0255 | 0.6065 | 0.0490 | 0.0198 | 0.4714 | 0.0381 | 0.1934 | 0.8438 | 0.3146 | 0.1980 | 0.8642 | 0.3222 | 0.1968 | 0.8589 | 0.3202 | 0.1943 | 0.8478 | 0.3161 | 0.1044 | 0.3930 | 0.1650 | 0.1653 | 0.6219 | 0.2612 | 0.1361 | 0.5121 | 0.2150 | 0.1052 | 0.3957 | 0.1662 | 0.1570 | 0.7974 | 0.2624 | 0.1670 | 0.8478 | 0.2790 | 0.1676 | 0.8510 | 0.2800 | 0.1619 | 0.8220 | 0.2705 | 0.1268 | 0.8182 | 0.2196 | 0.1347 | 0.8696 | 0.2333 | 0.1308 | 0.8443 | 0.2266 | 0.1268 | 0.8185 | 0.2196 | 0.1211 | 0.5617 | 0.1993 | 0.1354 | 0.6278 | 0.2227 | 0.1314 | 0.6092 | 0.2161 | 0.1238 | 0.5741 | 0.2037 | 0.0281 | 0.4089 | 0.0525 | 0.0281 | 0.4095 | 0.0526 | 0.0281 | 0.4094 | 0.0526 | 0.0281 | 0.4091 | 0.0525 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.1548 | 0.7590 | 0.2571 | 0.1711 | 0.8392 | 0.2843 | 0.1650 | 0.8093 | 0.2742 | 0.1566 | 0.7681 | 0.2602 | 0.0419 | 0.2556 | 0.072 | 0.0586 | 0.3578 | 0.1008 | 0.0835 | 0.5093 | 0.1435 | 0.0653 | 0.3986 | 0.1123 | 0.0992 | 0.6775 | 0.1730 | 0.1019 | 0.6959 | 0.1777 | 0.1210 | 0.8268 | 0.2112 | 0.1193 | 0.8152 | 0.2082 | 0.1411 | 0.6651 | 0.2328 | 0.1593 | 0.7507 | 0.2628 | 0.1506 | 0.7098 | 0.2484 | 0.1413 | 0.6658 | 0.2331 | 0.0919 | 0.3572 | 0.1462 | 0.1166 | 0.4531 | 0.1854 | 0.1145 | 0.4450 | 0.1821 | 0.0996 | 0.3873 | 0.1585 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0003 | 0.0078 | 0.0005 | 0.0177 | 0.5386 | 0.0344 | 0.0121 | 0.3684 | 0.0235 | 0.0003 | 0.0104 | 0.0007 | 0.1942 | 0.8463 | 0.3159 | 0.2003 | 0.8728 | 0.3258 | 0.2010 | 0.8759 | 0.3270 | 0.1971 | 0.8588 | 0.3206 | 0.1628 | 0.6837 | 0.2630 | 0.1630 | 0.6847 | 0.2634 | 0.1649 | 0.6925 | 0.2664 | 0.1648 | 0.6920 | 0.2662 | 0.1020 | 0.5987 | 0.1743 | 0.1438 | 0.8443 | 0.2458 | 0.1239 | 0.7276 | 0.2118 | 0.1028 | 0.6036 | 0.1757 |
| 0.2265 | 2.0 | 1240 | 0.2061 | 0.7307 | 0.6724 | 0.7004 | 0.8397 | 0.7727 | 0.8048 | 0.7989 | 0.7352 | 0.7657 | 0.7417 | 0.6825 | 0.7109 | 0.0507 | 0.6379 | 0.0940 | 0.0565 | 0.7105 | 0.1047 | 0.0587 | 0.7380 | 0.1087 | 0.0554 | 0.6966 | 0.1026 | 0.1049 | 0.7145 | 0.1830 | 0.1295 | 0.8819 | 0.2259 | 0.1174 | 0.7991 | 0.2047 | 0.1050 | 0.7151 | 0.1832 | 0.1699 | 0.6251 | 0.2671 | 0.1856 | 0.6829 | 0.2918 | 0.1824 | 0.6711 | 0.2868 | 0.1734 | 0.6379 | 0.2726 | 0.2185 | 0.9020 | 0.3518 | 0.2254 | 0.9305 | 0.3629 | 0.2247 | 0.9276 | 0.3618 | 0.2205 | 0.9100 | 0.3550 | 0.0297 | 0.5298 | 0.0563 | 0.0311 | 0.5546 | 0.0589 | 0.0381 | 0.6796 | 0.0722 | 0.0366 | 0.6519 | 0.0692 | 0.0755 | 0.6466 | 0.1352 | 0.0880 | 0.7536 | 0.1576 | 0.0844 | 0.7229 | 0.1511 | 0.0774 | 0.6633 | 0.1387 | 0.0818 | 0.2563 | 0.1241 | 0.1532 | 0.4798 | 0.2322 | 0.1184 | 0.3708 | 0.1795 | 0.0820 | 0.2567 | 0.1242 | 0.1221 | 0.6620 | 0.2061 | 0.1324 | 0.7181 | 0.2236 | 0.1337 | 0.7253 | 0.2258 | 0.1279 | 0.6937 | 0.2160 | 0.1076 | 0.3742 | 0.1671 | 0.1843 | 0.6413 | 0.2864 | 0.1484 | 0.5164 | 0.2306 | 0.1082 | 0.3764 | 0.1681 | 0.0453 | 0.7370 | 0.0853 | 0.0463 | 0.7546 | 0.0873 | 0.0473 | 0.7707 | 0.0892 | 0.0468 | 0.7616 | 0.0881 | 0.1650 | 0.6467 | 0.2629 | 0.2220 | 0.8703 | 0.3538 | 0.1957 | 0.7671 | 0.3118 | 0.1658 | 0.65 | 0.2642 | 0.0438 | 0.5218 | 0.0808 | 0.0484 | 0.5774 | 0.0894 | 0.0462 | 0.5501 | 0.0852 | 0.0438 | 0.5223 | 0.0809 | 0.1066 | 0.7213 | 0.1857 | 0.1089 | 0.7370 | 0.1898 | 0.1079 | 0.7301 | 0.1880 | 0.1067 | 0.7221 | 0.1859 | 0.1460 | 0.5593 | 0.2315 | 0.2114 | 0.8097 | 0.3352 | 0.1805 | 0.6914 | 0.2863 | 0.1466 | 0.5615 | 0.2325 | 0.2133 | 0.8891 | 0.3441 | 0.2210 | 0.9211 | 0.3565 | 0.2186 | 0.9113 | 0.3527 | 0.2145 | 0.8942 | 0.3460 | 0.0066 | 0.3403 | 0.0129 | 0.0102 | 0.5289 | 0.0201 | 0.0085 | 0.4376 | 0.0166 | 0.0067 | 0.3433 | 0.0131 | 0.0440 | 0.5880 | 0.0819 | 0.0481 | 0.6417 | 0.0894 | 0.0485 | 0.6472 | 0.0902 | 0.0458 | 0.6115 | 0.0852 | 0.2249 | 0.8950 | 0.3595 | 0.2308 | 0.9182 | 0.3688 | 0.2290 | 0.9111 | 0.3660 | 0.2260 | 0.8993 | 0.3612 | 0.1333 | 0.4211 | 0.2025 | 0.2082 | 0.6577 | 0.3163 | 0.1721 | 0.5436 | 0.2615 | 0.1340 | 0.4234 | 0.2036 | 0.2083 | 0.8383 | 0.3336 | 0.2188 | 0.8807 | 0.3505 | 0.2182 | 0.8783 | 0.3496 | 0.2124 | 0.8549 | 0.3402 | 0.1635 | 0.8613 | 0.2749 | 0.1721 | 0.9067 | 0.2894 | 0.1679 | 0.8844 | 0.2822 | 0.1636 | 0.8616 | 0.2749 | 0.1811 | 0.6716 | 0.2853 | 0.1908 | 0.7073 | 0.3005 | 0.1883 | 0.6983 | 0.2967 | 0.1833 | 0.6797 | 0.2888 | 0.0794 | 0.4973 | 0.1369 | 0.0795 | 0.4981 | 0.1372 | 0.0795 | 0.4980 | 0.1371 | 0.0795 | 0.4976 | 0.1370 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.2040 | 0.8231 | 0.3270 | 0.2211 | 0.8922 | 0.3544 | 0.2140 | 0.8634 | 0.3430 | 0.2053 | 0.8284 | 0.3291 | 0.0825 | 0.6084 | 0.1453 | 0.0966 | 0.7121 | 0.1701 | 0.0951 | 0.7013 | 0.1675 | 0.0871 | 0.6425 | 0.1535 | 0.1387 | 0.8309 | 0.2377 | 0.1398 | 0.8380 | 0.2397 | 0.1439 | 0.8622 | 0.2466 | 0.1431 | 0.8577 | 0.2453 | 0.1870 | 0.7141 | 0.2964 | 0.2096 | 0.8004 | 0.3322 | 0.1987 | 0.7587 | 0.3149 | 0.1872 | 0.7148 | 0.2967 | 0.1521 | 0.6004 | 0.2427 | 0.1700 | 0.6710 | 0.2712 | 0.1649 | 0.6509 | 0.2631 | 0.1553 | 0.6130 | 0.2478 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0298 | 0.4346 | 0.0558 | 0.0389 | 0.5678 | 0.0729 | 0.0419 | 0.6112 | 0.0785 | 0.0361 | 0.5269 | 0.0676 | 0.2314 | 0.8989 | 0.3680 | 0.2378 | 0.9238 | 0.3782 | 0.2367 | 0.9194 | 0.3764 | 0.2330 | 0.9053 | 0.3706 | 0.2317 | 0.8064 | 0.3599 | 0.2356 | 0.8201 | 0.3661 | 0.2369 | 0.8246 | 0.3681 | 0.2348 | 0.8173 | 0.3648 | 0.1405 | 0.6744 | 0.2326 | 0.1846 | 0.8860 | 0.3055 | 0.1631 | 0.7830 | 0.2700 | 0.1410 | 0.6769 | 0.2334 |
| 0.156 | 3.0 | 1860 | 0.2132 | 0.7626 | 0.6833 | 0.7208 | 0.8608 | 0.7714 | 0.8137 | 0.8245 | 0.7389 | 0.7794 | 0.7731 | 0.6928 | 0.7307 | 0.0614 | 0.6462 | 0.1121 | 0.0657 | 0.6917 | 0.1200 | 0.0698 | 0.7351 | 0.1276 | 0.0670 | 0.7052 | 0.1224 | 0.1204 | 0.7114 | 0.2060 | 0.1477 | 0.8725 | 0.2527 | 0.1344 | 0.7939 | 0.2299 | 0.1207 | 0.7128 | 0.2064 | 0.1862 | 0.6362 | 0.2880 | 0.2011 | 0.6873 | 0.3112 | 0.1984 | 0.6779 | 0.3069 | 0.1900 | 0.6493 | 0.2940 | 0.2456 | 0.9093 | 0.3867 | 0.2523 | 0.9341 | 0.3972 | 0.2516 | 0.9314 | 0.3961 | 0.2474 | 0.9160 | 0.3895 | 0.0347 | 0.5376 | 0.0653 | 0.0359 | 0.5547 | 0.0674 | 0.0415 | 0.6423 | 0.0780 | 0.0405 | 0.6258 | 0.0760 | 0.0927 | 0.7321 | 0.1645 | 0.1016 | 0.8028 | 0.1804 | 0.0986 | 0.7787 | 0.1750 | 0.0936 | 0.7391 | 0.1661 | 0.1045 | 0.2744 | 0.1514 | 0.1822 | 0.4784 | 0.2639 | 0.1448 | 0.3803 | 0.2098 | 0.1049 | 0.2755 | 0.1520 | 0.1396 | 0.6784 | 0.2316 | 0.1503 | 0.7300 | 0.2492 | 0.1532 | 0.7442 | 0.2541 | 0.1472 | 0.7149 | 0.2441 | 0.1204 | 0.3823 | 0.1832 | 0.2012 | 0.6388 | 0.3061 | 0.1627 | 0.5164 | 0.2474 | 0.1212 | 0.3847 | 0.1843 | 0.0534 | 0.7300 | 0.0994 | 0.0542 | 0.7411 | 0.1010 | 0.0556 | 0.7611 | 0.1037 | 0.0552 | 0.7545 | 0.1028 | 0.1957 | 0.7020 | 0.3060 | 0.2499 | 0.8967 | 0.3909 | 0.2244 | 0.8053 | 0.3511 | 0.1967 | 0.7056 | 0.3076 | 0.0549 | 0.4877 | 0.0986 | 0.0611 | 0.5435 | 0.1099 | 0.0581 | 0.5165 | 0.1044 | 0.0550 | 0.4887 | 0.0988 | 0.1273 | 0.7381 | 0.2172 | 0.1299 | 0.7533 | 0.2216 | 0.1289 | 0.7473 | 0.2199 | 0.1276 | 0.7395 | 0.2176 | 0.1813 | 0.6224 | 0.2808 | 0.2418 | 0.8300 | 0.3745 | 0.2142 | 0.7353 | 0.3318 | 0.1824 | 0.6261 | 0.2825 | 0.2428 | 0.8863 | 0.3811 | 0.2498 | 0.9120 | 0.3922 | 0.2485 | 0.9073 | 0.3902 | 0.2448 | 0.8937 | 0.3843 | 0.0062 | 0.3067 | 0.0121 | 0.0096 | 0.4756 | 0.0188 | 0.0080 | 0.3967 | 0.0157 | 0.0063 | 0.3111 | 0.0123 | 0.0459 | 0.5189 | 0.0844 | 0.0498 | 0.5628 | 0.0915 | 0.0500 | 0.5651 | 0.0919 | 0.0478 | 0.5398 | 0.0878 | 0.2684 | 0.8916 | 0.4126 | 0.2721 | 0.9037 | 0.4182 | 0.2712 | 0.9008 | 0.4169 | 0.2693 | 0.8944 | 0.4140 | 0.1766 | 0.4903 | 0.2597 | 0.2523 | 0.7006 | 0.3710 | 0.2159 | 0.5994 | 0.3174 | 0.1775 | 0.4929 | 0.2610 | 0.2341 | 0.8421 | 0.3664 | 0.2464 | 0.8862 | 0.3856 | 0.2450 | 0.8813 | 0.3834 | 0.2382 | 0.8566 | 0.3727 | 0.1868 | 0.8743 | 0.3078 | 0.1944 | 0.9099 | 0.3204 | 0.1907 | 0.8926 | 0.3142 | 0.1868 | 0.8745 | 0.3079 | 0.1934 | 0.6752 | 0.3007 | 0.2046 | 0.7142 | 0.3181 | 0.2016 | 0.7038 | 0.3134 | 0.1955 | 0.6826 | 0.3040 | 0.1174 | 0.4521 | 0.1864 | 0.1178 | 0.4536 | 0.1870 | 0.1177 | 0.4532 | 0.1869 | 0.1175 | 0.4525 | 0.1865 | 0.0003 | 0.0223 | 0.0005 | 0.0058 | 0.4768 | 0.0114 | 0.0046 | 0.3776 | 0.0090 | 0.0006 | 0.0519 | 0.0012 | 0.2304 | 0.8325 | 0.3610 | 0.2485 | 0.8979 | 0.3893 | 0.2419 | 0.8739 | 0.3789 | 0.2327 | 0.8409 | 0.3646 | 0.1045 | 0.7001 | 0.1819 | 0.1169 | 0.7834 | 0.2035 | 0.1141 | 0.7643 | 0.1985 | 0.1072 | 0.7181 | 0.1866 | 0.1588 | 0.8421 | 0.2671 | 0.1595 | 0.8462 | 0.2685 | 0.1637 | 0.8684 | 0.2755 | 0.1628 | 0.8637 | 0.2740 | 0.2153 | 0.7232 | 0.3318 | 0.2374 | 0.7974 | 0.3659 | 0.2268 | 0.7616 | 0.3495 | 0.2156 | 0.7239 | 0.3322 | 0.1801 | 0.5959 | 0.2766 | 0.2014 | 0.6666 | 0.3094 | 0.1942 | 0.6428 | 0.2983 | 0.1832 | 0.6063 | 0.2814 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0464 | 0.4735 | 0.0845 | 0.0520 | 0.5309 | 0.0948 | 0.0597 | 0.6088 | 0.1087 | 0.0561 | 0.5720 | 0.1021 | 0.2727 | 0.8991 | 0.4185 | 0.2784 | 0.9179 | 0.4272 | 0.2777 | 0.9155 | 0.4261 | 0.2744 | 0.9048 | 0.4211 | 0.2648 | 0.8051 | 0.3985 | 0.2678 | 0.8142 | 0.4030 | 0.2698 | 0.8202 | 0.4060 | 0.2682 | 0.8152 | 0.4036 | 0.1601 | 0.6787 | 0.2591 | 0.2085 | 0.8839 | 0.3374 | 0.1846 | 0.7827 | 0.2988 | 0.1603 | 0.6798 | 0.2595 |
| 0.1239 | 4.0 | 2480 | 0.2249 | 0.7663 | 0.7102 | 0.7372 | 0.8561 | 0.7934 | 0.8236 | 0.8240 | 0.7637 | 0.7927 | 0.7772 | 0.7203 | 0.7477 | 0.0611 | 0.6559 | 0.1118 | 0.0653 | 0.7006 | 0.1195 | 0.0680 | 0.7297 | 0.1244 | 0.0654 | 0.7016 | 0.1196 | 0.1180 | 0.7277 | 0.2031 | 0.1424 | 0.8779 | 0.2451 | 0.1305 | 0.8044 | 0.2245 | 0.1183 | 0.7291 | 0.2035 | 0.1802 | 0.6908 | 0.2858 | 0.1939 | 0.7434 | 0.3076 | 0.1909 | 0.7318 | 0.3028 | 0.1832 | 0.7025 | 0.2906 | 0.2401 | 0.9025 | 0.3792 | 0.2454 | 0.9226 | 0.3877 | 0.2463 | 0.9258 | 0.3890 | 0.2429 | 0.9131 | 0.3837 | 0.0320 | 0.5625 | 0.0605 | 0.0331 | 0.5831 | 0.0627 | 0.0378 | 0.6652 | 0.0715 | 0.0367 | 0.6464 | 0.0695 | 0.0887 | 0.7843 | 0.1594 | 0.0982 | 0.8685 | 0.1765 | 0.0939 | 0.8300 | 0.1687 | 0.0890 | 0.7871 | 0.1600 | 0.1071 | 0.3413 | 0.1630 | 0.1722 | 0.5490 | 0.2622 | 0.1408 | 0.4489 | 0.2144 | 0.1074 | 0.3422 | 0.1634 | 0.1390 | 0.6723 | 0.2304 | 0.1486 | 0.7191 | 0.2464 | 0.1550 | 0.75 | 0.2570 | 0.1494 | 0.7229 | 0.2477 | 0.1281 | 0.4580 | 0.2002 | 0.1950 | 0.6971 | 0.3048 | 0.1626 | 0.5812 | 0.2541 | 0.1287 | 0.4599 | 0.2011 | 0.0520 | 0.7349 | 0.0971 | 0.0526 | 0.7433 | 0.0982 | 0.0543 | 0.7686 | 0.1015 | 0.0539 | 0.7625 | 0.1007 | 0.1935 | 0.7149 | 0.3045 | 0.2423 | 0.8953 | 0.3814 | 0.2197 | 0.8119 | 0.3458 | 0.1946 | 0.7189 | 0.3062 | 0.0541 | 0.4964 | 0.0976 | 0.0613 | 0.5616 | 0.1105 | 0.0579 | 0.5303 | 0.1043 | 0.0543 | 0.4977 | 0.0979 | 0.1262 | 0.7828 | 0.2173 | 0.1284 | 0.7968 | 0.2212 | 0.1274 | 0.7906 | 0.2195 | 0.1263 | 0.7836 | 0.2176 | 0.1822 | 0.6571 | 0.2853 | 0.2345 | 0.8456 | 0.3671 | 0.2104 | 0.7588 | 0.3294 | 0.1831 | 0.6603 | 0.2867 | 0.2333 | 0.8992 | 0.3705 | 0.2411 | 0.9293 | 0.3829 | 0.2387 | 0.9202 | 0.3791 | 0.2347 | 0.9046 | 0.3727 | 0.0077 | 0.3233 | 0.0150 | 0.0113 | 0.4768 | 0.0220 | 0.0097 | 0.4078 | 0.0189 | 0.0078 | 0.3288 | 0.0152 | 0.0472 | 0.5338 | 0.0867 | 0.0500 | 0.5652 | 0.0918 | 0.0515 | 0.5820 | 0.0946 | 0.0498 | 0.5631 | 0.0915 | 0.2523 | 0.8802 | 0.3922 | 0.2566 | 0.8952 | 0.3989 | 0.2559 | 0.8927 | 0.3978 | 0.2536 | 0.8847 | 0.3942 | 0.1810 | 0.5087 | 0.2670 | 0.2516 | 0.7072 | 0.3712 | 0.2187 | 0.6147 | 0.3226 | 0.1825 | 0.5130 | 0.2693 | 0.2287 | 0.8492 | 0.3604 | 0.2392 | 0.8880 | 0.3768 | 0.2396 | 0.8897 | 0.3775 | 0.2338 | 0.8682 | 0.3684 | 0.1812 | 0.8843 | 0.3008 | 0.1884 | 0.9191 | 0.3127 | 0.1849 | 0.9020 | 0.3069 | 0.1813 | 0.8845 | 0.3009 | 0.1890 | 0.7259 | 0.2999 | 0.2004 | 0.7699 | 0.3181 | 0.1964 | 0.7544 | 0.3117 | 0.1903 | 0.7309 | 0.3019 | 0.1127 | 0.4714 | 0.1818 | 0.1130 | 0.4729 | 0.1824 | 0.1131 | 0.4731 | 0.1825 | 0.1129 | 0.4723 | 0.1822 | 0.0063 | 0.3865 | 0.0123 | 0.0078 | 0.4847 | 0.0154 | 0.0098 | 0.6062 | 0.0193 | 0.0086 | 0.5339 | 0.0170 | 0.2200 | 0.8441 | 0.3491 | 0.2365 | 0.9073 | 0.3752 | 0.2304 | 0.8841 | 0.3656 | 0.2222 | 0.8523 | 0.3525 | 0.1010 | 0.7445 | 0.1779 | 0.1119 | 0.8245 | 0.1971 | 0.1081 | 0.7961 | 0.1903 | 0.1022 | 0.7531 | 0.1800 | 0.1524 | 0.8578 | 0.2589 | 0.1533 | 0.8627 | 0.2604 | 0.1571 | 0.8841 | 0.2668 | 0.1566 | 0.8811 | 0.2659 | 0.2066 | 0.7568 | 0.3246 | 0.2260 | 0.8280 | 0.3551 | 0.2166 | 0.7936 | 0.3404 | 0.2068 | 0.7576 | 0.3249 | 0.1737 | 0.6443 | 0.2737 | 0.1887 | 0.7000 | 0.2973 | 0.1836 | 0.6811 | 0.2893 | 0.1758 | 0.6521 | 0.2770 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0 | 0 | 0 | 0.0418 | 0.5137 | 0.0773 | 0.0479 | 0.5881 | 0.0885 | 0.0529 | 0.6505 | 0.0979 | 0.0492 | 0.6050 | 0.0911 | 0.2528 | 0.8954 | 0.3943 | 0.2589 | 0.9169 | 0.4038 | 0.2583 | 0.9148 | 0.4029 | 0.2548 | 0.9024 | 0.3974 | 0.2569 | 0.7985 | 0.3888 | 0.2584 | 0.8031 | 0.3910 | 0.2620 | 0.8143 | 0.3965 | 0.2611 | 0.8116 | 0.3951 | 0.1570 | 0.7019 | 0.2566 | 0.2019 | 0.9029 | 0.3300 | 0.1797 | 0.8038 | 0.2938 | 0.1572 | 0.7031 | 0.2570 |
The model card is truncated. Read the rest on Hugging Face.
- Type
- bert
- License
- apache-2.0
- Created
- Mar 6, 2025
- Updated
- Mar 6, 2025