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metadata
language:
  - pt
pretty_name: Portuguese Benchmark
dataset_info:
  - 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
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      - name: train
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        num_examples: 4480
      - name: validation
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        num_examples: 1120
      - name: test
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        num_examples: 1400
    download_size: 411947
    dataset_size: 627103
  - config_name: HateBR_offensive_level
    features:
      - name: idx
        dtype: int32
      - name: sentence
        dtype: string
      - name: label
        dtype:
          class_label:
            names:
              '0': non-offensive
              '1': slightly
              '2': moderately
              '3': highly
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        num_examples: 4480
      - name: validation
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        num_examples: 1120
      - name: test
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        num_examples: 1400
    download_size: 413064
    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
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      - name: train
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      - 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: Portuguese_Hate_Speech_binary
    features:
      - name: idx
        dtype: int32
      - name: sentence
        dtype: string
      - name: label
        dtype:
          class_label:
            names:
              '0': no-hate
              '1': hate
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      - name: train
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      - name: validation
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        num_examples: 850
      - name: test
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        num_examples: 851
    download_size: 482467
    dataset_size: 675848
  - 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
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      - name: validation
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        num_examples: 146
      - name: test
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        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
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      - name: validation
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        num_examples: 146
      - name: test
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        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
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              '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
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      - name: validation
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      - name: test
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        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
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              '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
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      - name: train
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        num_examples: 2271
      - name: validation
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        num_examples: 489
      - name: test
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        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
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      - name: validation
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        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
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      - name: validation
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        num_examples: 500
      - name: test
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        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'
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      - name: validation
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        num_examples: 404
      - name: test
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        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
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      - name: validation
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        num_examples: 211
      - name: test
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    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
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      - name: validation
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      - name: test
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    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
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              '5': B-LOCAL
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              '10': I-VALOR
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      - name: validation
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    download_size: 531807
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  - 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:
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      - name: validation
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      - name: test
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    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
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              '41': B-VALUE
              '42': I-VALUE
              '43': B-YEAR
              '44': I-YEAR
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      - name: validation
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        num_examples: 105
      - name: test
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        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:
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  - config_name: rrip
    features:
      - name: idx
        dtype: int32
      - name: sentence
        dtype: string
      - name: label
        dtype:
          class_label:
            names:
              '0': '1'
              '1': '2'
              '2': '3'
              '3': '4'
              '4': '5'
              '5': '6'
              '6': '7'
              '7': '8'
    splits:
      - name: train
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        num_examples: 8257
      - name: validation
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        num_examples: 1053
      - name: test
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        num_examples: 1474
    download_size: 929466
    dataset_size: 1594725
configs:
  - 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: HateBR_offensive_level
    data_files:
      - split: train
        path: HateBR_offensive_level/train-*
      - split: validation
        path: HateBR_offensive_level/validation-*
      - split: test
        path: HateBR_offensive_level/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: Portuguese_Hate_Speech_binary
    data_files:
      - split: train
        path: Portuguese_Hate_Speech_binary/train-*
      - split: validation
        path: Portuguese_Hate_Speech_binary/validation-*
      - split: test
        path: Portuguese_Hate_Speech_binary/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-*
  - config_name: rrip
    data_files:
      - split: train
        path: rrip/train-*
      - split: validation
        path: rrip/validation-*
      - split: test
        path: rrip/test-*

Portuguese Benchmark