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---
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
splits:
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num_bytes: 416208
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: validation
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- 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: 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
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'33': B-PRODUTOsistema
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- name: validation
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num_examples: 146
- name: test
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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
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'7': B-LOCAL
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'9': B-ORGANIZACAO
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- name: validation
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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:
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'11': B-LOCALconcreto
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'13': B-LOCALvirtual
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'15': B-ORGgovernamental
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'21': B-PESSOAcargo
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'23': B-PESSOAgrupocargo
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'25': B-PESSOAindividual
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'27': B-PRODUTOoutros
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'29': B-PRODUTOprograma
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- name: validation
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- 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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download_size: 551190
dataset_size: 1194501
- config_name: assin2-sts
features:
- name: idx
dtype: int32
- name: sentence1
dtype: string
- name: sentence2
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- name: label
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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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- 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: 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
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'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
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'17': B-OBRA
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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:
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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
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- name: validation
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- 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
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- name: validation
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- name: test
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num_examples: 390
download_size: 231886
dataset_size: 1431665
- config_name: multi_eurlex_pt
features:
- name: idx
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- name: sentence
dtype: string
- name: labels
sequence:
class_label:
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download_size: 4770
dataset_size: 0
- config_name: rrip
features:
- name: idx
dtype: int32
- name: sentence
dtype: string
- name: label
dtype:
class_label:
names:
'0': '1'
'1': '2'
'2': '3'
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'4': '5'
'5': '6'
'6': '7'
'7': '8'
splits:
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- name: validation
num_bytes: 184668
num_examples: 1053
- name: test
num_bytes: 235217
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