---
language:
- pt
pretty_name: Portuguese Benchmark
dataset_info:
- config_name: HateBR
  features:
  - name: idx
    dtype: int32
  - name: sentence
    dtype: string
  - name: label
    dtype:
      class_label:
        names:
          '0': non-offensive
          '1': slightly
          '2': moderately
          '3': highly
  splits:
  - name: train
    num_bytes: 416208
    num_examples: 4480
  - name: validation
    num_bytes: 94237
    num_examples: 1120
  - name: test
    num_bytes: 116658
    num_examples: 1400
  download_size: 413064
  dataset_size: 627103
- config_name: HateBR_offensive_binary
  features:
  - name: idx
    dtype: int32
  - name: sentence
    dtype: string
  - name: label
    dtype:
      class_label:
        names:
          '0': non-offensive
          '1': offensive
  splits:
  - name: train
    num_bytes: 416208
    num_examples: 4480
  - name: validation
    num_bytes: 94237
    num_examples: 1120
  - name: test
    num_bytes: 116658
    num_examples: 1400
  download_size: 411947
  dataset_size: 627103
- config_name: LeNER-Br
  features:
  - name: idx
    dtype: int32
  - name: tokens
    sequence: string
  - name: ner_tags
    sequence:
      class_label:
        names:
          '0': O
          '1': B-ORGANIZACAO
          '2': I-ORGANIZACAO
          '3': B-PESSOA
          '4': I-PESSOA
          '5': B-TEMPO
          '6': I-TEMPO
          '7': B-LOCAL
          '8': I-LOCAL
          '9': B-LEGISLACAO
          '10': I-LEGISLACAO
          '11': B-JURISPRUDENCIA
          '12': I-JURISPRUDENCIA
  splits:
  - name: train
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    num_examples: 7825
  - name: validation
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    num_examples: 1177
  - name: test
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    num_examples: 1390
  download_size: 1049906
  dataset_size: 5488957
- config_name: UlyssesNER-Br-C-coarse
  features:
  - name: idx
    dtype: int32
  - name: tokens
    sequence: string
  - name: ner_tags
    sequence:
      class_label:
        names:
          '0': O
          '1': B-DATA
          '2': I-DATA
          '3': B-EVENTO
          '4': I-EVENTO
          '5': B-FUNDAMENTO
          '6': I-FUNDAMENTO
          '7': B-LOCAL
          '8': I-LOCAL
          '9': B-ORGANIZACAO
          '10': I-ORGANIZACAO
          '11': B-PESSOA
          '12': I-PESSOA
          '13': B-PRODUTODELEI
          '14': I-PRODUTODELEI
  splits:
  - name: train
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    num_examples: 679
  - name: validation
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    num_examples: 146
  - name: test
    num_bytes: 226764
    num_examples: 147
  download_size: 301821
  dataset_size: 1504057
- config_name: UlyssesNER-Br-C-fine
  features:
  - name: idx
    dtype: int32
  - name: tokens
    sequence: string
  - name: ner_tags
    sequence:
      class_label:
        names:
          '0': O
          '1': B-DATA
          '2': I-DATA
          '3': B-EVENTO
          '4': I-EVENTO
          '5': B-FUNDapelido
          '6': I-FUNDapelido
          '7': B-FUNDlei
          '8': I-FUNDlei
          '9': B-FUNDprojetodelei
          '10': I-FUNDprojetodelei
          '11': B-LOCALconcreto
          '12': I-LOCALconcreto
          '13': B-LOCALvirtual
          '14': I-LOCALvirtual
          '15': B-ORGgovernamental
          '16': I-ORGgovernamental
          '17': B-ORGnaogovernamental
          '18': I-ORGnaogovernamental
          '19': B-ORGpartido
          '20': I-ORGpartido
          '21': B-PESSOAcargo
          '22': I-PESSOAcargo
          '23': B-PESSOAgrupocargo
          '24': I-PESSOAgrupocargo
          '25': B-PESSOAgrupoind
          '26': I-PESSOAgrupoind
          '27': B-PESSOAindividual
          '28': I-PESSOAindividual
          '29': B-PRODUTOoutros
          '30': I-PRODUTOoutros
          '31': B-PRODUTOprograma
          '32': I-PRODUTOprograma
          '33': B-PRODUTOsistema
          '34': I-PRODUTOsistema
  splits:
  - name: train
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    num_examples: 679
  - name: validation
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    num_examples: 146
  - name: test
    num_bytes: 226764
    num_examples: 147
  download_size: 305985
  dataset_size: 1504057
- config_name: UlyssesNER-Br-PL-coarse
  features:
  - name: idx
    dtype: int32
  - name: tokens
    sequence: string
  - name: ner_tags
    sequence:
      class_label:
        names:
          '0': O
          '1': B-DATA
          '2': I-DATA
          '3': B-EVENTO
          '4': I-EVENTO
          '5': B-FUNDAMENTO
          '6': I-FUNDAMENTO
          '7': B-LOCAL
          '8': I-LOCAL
          '9': B-ORGANIZACAO
          '10': I-ORGANIZACAO
          '11': B-PESSOA
          '12': I-PESSOA
          '13': B-PRODUTODELEI
          '14': I-PRODUTODELEI
  splits:
  - name: train
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    num_examples: 2271
  - name: validation
    num_bytes: 305472
    num_examples: 489
  - name: test
    num_bytes: 363207
    num_examples: 524
  download_size: 431964
  dataset_size: 2180584
- config_name: UlyssesNER-Br-PL-fine
  features:
  - name: idx
    dtype: int32
  - name: tokens
    sequence: string
  - name: ner_tags
    sequence:
      class_label:
        names:
          '0': O
          '1': B-DATA
          '2': I-DATA
          '3': B-EVENTO
          '4': I-EVENTO
          '5': B-FUNDapelido
          '6': I-FUNDapelido
          '7': B-FUNDlei
          '8': I-FUNDlei
          '9': B-FUNDprojetodelei
          '10': I-FUNDprojetodelei
          '11': B-LOCALconcreto
          '12': I-LOCALconcreto
          '13': B-LOCALvirtual
          '14': I-LOCALvirtual
          '15': B-ORGgovernamental
          '16': I-ORGgovernamental
          '17': B-ORGnaogovernamental
          '18': I-ORGnaogovernamental
          '19': B-ORGpartido
          '20': I-ORGpartido
          '21': B-PESSOAcargo
          '22': I-PESSOAcargo
          '23': B-PESSOAgrupocargo
          '24': I-PESSOAgrupocargo
          '25': B-PESSOAindividual
          '26': I-PESSOAindividual
          '27': B-PRODUTOoutros
          '28': I-PRODUTOoutros
          '29': B-PRODUTOprograma
          '30': I-PRODUTOprograma
          '31': B-PRODUTOsistema
          '32': I-PRODUTOsistema
  splits:
  - name: train
    num_bytes: 1511905
    num_examples: 2271
  - name: validation
    num_bytes: 305472
    num_examples: 489
  - name: test
    num_bytes: 363207
    num_examples: 524
  download_size: 437232
  dataset_size: 2180584
- config_name: assin2-rte
  features:
  - name: idx
    dtype: int32
  - name: sentence1
    dtype: string
  - name: sentence2
    dtype: string
  - name: label
    dtype:
      class_label:
        names:
          '0': NONE
          '1': ENTAILMENT
  splits:
  - name: train
    num_bytes: 811995
    num_examples: 6500
  - name: validation
    num_bytes: 62824
    num_examples: 500
  - name: test
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    num_examples: 2448
  download_size: 551190
  dataset_size: 1194501
- config_name: assin2-sts
  features:
  - name: idx
    dtype: int32
  - name: sentence1
    dtype: string
  - name: sentence2
    dtype: string
  - name: label
    dtype: float32
  splits:
  - name: train
    num_bytes: 785995
    num_examples: 6500
  - name: validation
    num_bytes: 60824
    num_examples: 500
  - name: test
    num_bytes: 309890
    num_examples: 2448
  download_size: 560263
  dataset_size: 1156709
- config_name: brazilian_court_decisions_judgment
  features:
  - name: idx
    dtype: int32
  - name: sentence
    dtype: string
  - name: label
    dtype:
      class_label:
        names:
          '0': 'no'
          '1': partial
          '2': 'yes'
  splits:
  - name: train
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    num_examples: 3234
  - name: validation
    num_bytes: 351504
    num_examples: 404
  - name: test
    num_bytes: 346499
    num_examples: 405
  download_size: 1956183
  dataset_size: 3477682
- config_name: brazilian_court_decisions_unanimity
  features:
  - name: idx
    dtype: int32
  - name: sentence
    dtype: string
  - name: label
    dtype:
      class_label:
        names:
          '0': unanimity
          '1': not-unanimity
  splits:
  - name: train
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    num_examples: 1715
  - name: validation
    num_bytes: 197865
    num_examples: 211
  - name: test
    num_bytes: 193928
    num_examples: 204
  download_size: 1069780
  dataset_size: 1956488
- config_name: harem-default
  features:
  - name: idx
    dtype: int32
  - name: tokens
    sequence: string
  - name: ner_tags
    sequence:
      class_label:
        names:
          '0': O
          '1': B-PESSOA
          '2': I-PESSOA
          '3': B-ORGANIZACAO
          '4': I-ORGANIZACAO
          '5': B-LOCAL
          '6': I-LOCAL
          '7': B-TEMPO
          '8': I-TEMPO
          '9': B-VALOR
          '10': I-VALOR
          '11': B-ABSTRACCAO
          '12': I-ABSTRACCAO
          '13': B-ACONTECIMENTO
          '14': I-ACONTECIMENTO
          '15': B-COISA
          '16': I-COISA
          '17': B-OBRA
          '18': I-OBRA
          '19': B-OUTRO
          '20': I-OUTRO
  splits:
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    num_examples: 121
  - name: validation
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    num_examples: 8
  - name: test
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    num_examples: 128
  download_size: 540547
  dataset_size: 2616502
- config_name: harem-selective
  features:
  - name: idx
    dtype: int32
  - name: tokens
    sequence: string
  - name: ner_tags
    sequence:
      class_label:
        names:
          '0': O
          '1': B-PESSOA
          '2': I-PESSOA
          '3': B-ORGANIZACAO
          '4': I-ORGANIZACAO
          '5': B-LOCAL
          '6': I-LOCAL
          '7': B-TEMPO
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          '9': B-VALOR
          '10': I-VALOR
  splits:
  - name: train
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    num_examples: 121
  - name: validation
    num_bytes: 51182
    num_examples: 8
  - name: test
    num_bytes: 1060778
    num_examples: 128
  download_size: 531807
  dataset_size: 2616502
- config_name: mapa_pt_coarse
  features:
  - name: idx
    dtype: int32
  - name: tokens
    sequence: string
  - name: ner_tags
    sequence:
      class_label:
        names:
          '0': O
          '1': B-ADDRESS
          '2': I-ADDRESS
          '3': B-AMOUNT
          '4': I-AMOUNT
          '5': B-DATE
          '6': I-DATE
          '7': B-ORGANISATION
          '8': I-ORGANISATION
          '9': B-PERSON
          '10': I-PERSON
          '11': B-TIME
          '12': I-TIME
  splits:
  - name: train
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    num_examples: 1086
  - name: validation
    num_bytes: 119702
    num_examples: 105
  - name: test
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    num_examples: 390
  download_size: 229263
  dataset_size: 1431665
- config_name: mapa_pt_fine
  features:
  - name: idx
    dtype: int32
  - name: tokens
    sequence: string
  - name: ner_tags
    sequence:
      class_label:
        names:
          '0': O
          '1': B-AGE
          '2': I-AGE
          '3': B-BUILDING
          '4': I-BUILDING
          '5': B-CITY
          '6': I-CITY
          '7': B-COUNTRY
          '8': I-COUNTRY
          '9': B-DAY
          '10': I-DAY
          '11': B-ETHNIC CATEGORY
          '12': I-ETHNIC CATEGORY
          '13': B-FAMILY NAME
          '14': I-FAMILY NAME
          '15': B-INITIAL NAME
          '16': I-INITIAL NAME
          '17': B-MARITAL STATUS
          '18': I-MARITAL STATUS
          '19': B-MONTH
          '20': I-MONTH
          '21': B-NATIONALITY
          '22': I-NATIONALITY
          '23': B-PLACE
          '24': I-PLACE
          '25': B-PROFESSION
          '26': I-PROFESSION
          '27': B-ROLE
          '28': I-ROLE
          '29': B-STANDARD ABBREVIATION
          '30': I-STANDARD ABBREVIATION
          '31': B-TERRITORY
          '32': I-TERRITORY
          '33': B-TITLE
          '34': I-TITLE
          '35': B-TYPE
          '36': I-TYPE
          '37': B-UNIT
          '38': I-UNIT
          '39': B-URL
          '40': I-URL
          '41': B-VALUE
          '42': I-VALUE
          '43': B-YEAR
          '44': I-YEAR
  splits:
  - name: train
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    num_examples: 1086
  - name: validation
    num_bytes: 119702
    num_examples: 105
  - name: test
    num_bytes: 337141
    num_examples: 390
  download_size: 231886
  dataset_size: 1431665
- config_name: multi_eurlex_pt
  features:
  - name: idx
    dtype: int32
  - name: sentence
    dtype: string
  - name: labels
    sequence:
      class_label:
        names:
          '0': '100149'
          '1': '100160'
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          '3': '100147'
          '4': '100152'
          '5': '100143'
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          '10': '100142'
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          '12': '100150'
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          '19': '100146'
          '20': '100155'
  splits:
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    num_examples: 0
  - name: validation
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    num_examples: 0
  - name: test
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    num_examples: 0
  download_size: 4770
  dataset_size: 0
configs:
- config_name: HateBR
  data_files:
  - split: train
    path: HateBR/train-*
  - split: validation
    path: HateBR/validation-*
  - split: test
    path: HateBR/test-*
- config_name: HateBR_offensive_binary
  data_files:
  - split: train
    path: HateBR_offensive_binary/train-*
  - split: validation
    path: HateBR_offensive_binary/validation-*
  - split: test
    path: HateBR_offensive_binary/test-*
- config_name: LeNER-Br
  data_files:
  - split: train
    path: LeNER-Br/train-*
  - split: validation
    path: LeNER-Br/validation-*
  - split: test
    path: LeNER-Br/test-*
- config_name: UlyssesNER-Br-C-coarse
  data_files:
  - split: train
    path: UlyssesNER-Br-C-coarse/train-*
  - split: validation
    path: UlyssesNER-Br-C-coarse/validation-*
  - split: test
    path: UlyssesNER-Br-C-coarse/test-*
- config_name: UlyssesNER-Br-C-fine
  data_files:
  - split: train
    path: UlyssesNER-Br-C-fine/train-*
  - split: validation
    path: UlyssesNER-Br-C-fine/validation-*
  - split: test
    path: UlyssesNER-Br-C-fine/test-*
- config_name: UlyssesNER-Br-PL-coarse
  data_files:
  - split: train
    path: UlyssesNER-Br-PL-coarse/train-*
  - split: validation
    path: UlyssesNER-Br-PL-coarse/validation-*
  - split: test
    path: UlyssesNER-Br-PL-coarse/test-*
- config_name: UlyssesNER-Br-PL-fine
  data_files:
  - split: train
    path: UlyssesNER-Br-PL-fine/train-*
  - split: validation
    path: UlyssesNER-Br-PL-fine/validation-*
  - split: test
    path: UlyssesNER-Br-PL-fine/test-*
- config_name: assin2-rte
  data_files:
  - split: train
    path: assin2-rte/train-*
  - split: validation
    path: assin2-rte/validation-*
  - split: test
    path: assin2-rte/test-*
- config_name: assin2-sts
  data_files:
  - split: train
    path: assin2-sts/train-*
  - split: validation
    path: assin2-sts/validation-*
  - split: test
    path: assin2-sts/test-*
- config_name: brazilian_court_decisions_judgment
  data_files:
  - split: train
    path: brazilian_court_decisions_judgment/train-*
  - split: validation
    path: brazilian_court_decisions_judgment/validation-*
  - split: test
    path: brazilian_court_decisions_judgment/test-*
- config_name: brazilian_court_decisions_unanimity
  data_files:
  - split: train
    path: brazilian_court_decisions_unanimity/train-*
  - split: validation
    path: brazilian_court_decisions_unanimity/validation-*
  - split: test
    path: brazilian_court_decisions_unanimity/test-*
- config_name: harem-default
  data_files:
  - split: train
    path: harem-default/train-*
  - split: validation
    path: harem-default/validation-*
  - split: test
    path: harem-default/test-*
- config_name: harem-selective
  data_files:
  - split: train
    path: harem-selective/train-*
  - split: validation
    path: harem-selective/validation-*
  - split: test
    path: harem-selective/test-*
- config_name: mapa_pt_coarse
  data_files:
  - split: train
    path: mapa_pt_coarse/train-*
  - split: validation
    path: mapa_pt_coarse/validation-*
  - split: test
    path: mapa_pt_coarse/test-*
- config_name: mapa_pt_fine
  data_files:
  - split: train
    path: mapa_pt_fine/train-*
  - split: validation
    path: mapa_pt_fine/validation-*
  - split: test
    path: mapa_pt_fine/test-*
- config_name: multi_eurlex_pt
  data_files:
  - split: train
    path: multi_eurlex_pt/train-*
  - split: validation
    path: multi_eurlex_pt/validation-*
  - split: test
    path: multi_eurlex_pt/test-*
---

# Portuguese Benchmark