impresso-project / ner-hipe2020-mmbert-base-final

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Total runs: 49
24-hour runs: 0
7-day runs: -51
30-day runs: -17
Model's Last Updated: September 14 2026
token-classification

Introduction of ner-hipe2020-mmbert-base-final

Model Details of ner-hipe2020-mmbert-base-final

Impresso HIPE-2022 NER model

Token-classification (NER) model fine-tuned from jhu-clsp/mmBERT-base on the impresso-project/ner-augmentation dataset (HIPE-2022, NE-COARSE-LIT , IOB2). Part of the Impresso NER pipeline.

  • Languages: fr, de
  • Base model: jhu-clsp/mmBERT-base
  • Training data: impresso-project/ner-augmentation
  • Label scheme: IOB2 over NE-COARSE-LIT (pers / org / loc / prod / time).
Test-set results (seqeval, entity-level)
metric value
hipe2020/de-fr_f1 0.8149
hipe2020/de-fr_fuzzy_f1 0.8910
hipe2020/de-fr_fuzzy_loc_f1 0.9269
hipe2020/de-fr_fuzzy_org_f1 0.6654
hipe2020/de-fr_fuzzy_pers_f1 0.9202
hipe2020/de-fr_fuzzy_prod_f1 0.7455
hipe2020/de-fr_fuzzy_time_f1 0.9124
hipe2020/de-fr_loc_f1 0.8830
hipe2020/de-fr_org_f1 0.6098
hipe2020/de-fr_pers_f1 0.7970
hipe2020/de-fr_precision 0.8229
hipe2020/de-fr_prod_f1 0.6140
hipe2020/de-fr_recall 0.8071
hipe2020/de-fr_time_f1 0.6923
hipe2020/de_f1 0.7970
hipe2020/de_fuzzy_f1 0.8752
hipe2020/de_fuzzy_loc_f1 0.9259
hipe2020/de_fuzzy_org_f1 0.6357
hipe2020/de_fuzzy_pers_f1 0.8961
hipe2020/de_fuzzy_prod_f1 0.6990
hipe2020/de_fuzzy_time_f1 0.9592
hipe2020/de_loc_f1 0.8862
hipe2020/de_org_f1 0.5645
hipe2020/de_pers_f1 0.7628
hipe2020/de_prod_f1 0.5545
hipe2020/de_time_f1 0.7789
hipe2020/en_f1 0.6154
hipe2020/en_fuzzy_f1 0.7705
hipe2020/en_fuzzy_loc_f1 0.8156
hipe2020/en_fuzzy_org_f1 0.5772
hipe2020/en_fuzzy_pers_f1 0.8503
hipe2020/en_fuzzy_prod_f1 0.6429
hipe2020/en_fuzzy_time_f1 0.7805
hipe2020/en_loc_f1 0.7244
hipe2020/en_org_f1 0.3077
hipe2020/en_pers_f1 0.6625
hipe2020/en_prod_f1 0.5926
hipe2020/en_time_f1 0.2051
hipe2020/fr_f1 0.8269
hipe2020/fr_fuzzy_f1 0.9021
hipe2020/fr_fuzzy_loc_f1 0.9276
hipe2020/fr_fuzzy_org_f1 0.6950
hipe2020/fr_fuzzy_pers_f1 0.9356
hipe2020/fr_fuzzy_prod_f1 0.7863
hipe2020/fr_fuzzy_time_f1 0.8739
hipe2020/fr_loc_f1 0.8797
hipe2020/fr_org_f1 0.6557
hipe2020/fr_pers_f1 0.8186
hipe2020/fr_prod_f1 0.6667
hipe2020/fr_time_f1 0.6195
hipe2020_f1 0.7867
hipe2020_fuzzy_f1 0.8736
hipe2020_fuzzy_loc_f1 0.9140
hipe2020_fuzzy_org_f1 0.6456
hipe2020_fuzzy_pers_f1 0.9085
hipe2020_fuzzy_prod_f1 0.7339
hipe2020_fuzzy_time_f1 0.8915
hipe2020_loc_f1 0.8647
hipe2020_org_f1 0.5466
hipe2020_pers_f1 0.7747
hipe2020_prod_f1 0.6116
hipe2020_time_f1 0.6154
License

Inherits the CC BY-NC-SA 4.0 license of the underlying HIPE-2022 data.

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49
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0
24-hour runs
-48
3-day runs
-51
7-day runs
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30-day runs

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