---
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: 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
num_bytes: 715819
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
num_bytes: 225883
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
num_bytes: 1051410
num_examples: 679
- name: validation
num_bytes: 225883
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
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num_examples: 489
- 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
'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
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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
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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
num_bytes: 2779679
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
num_bytes: 1564695
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:
- name: train
num_bytes: 1504542
num_examples: 121
- name: validation
num_bytes: 51182
num_examples: 8
- name: test
num_bytes: 1060778
num_examples: 128
download_size: 540547
dataset_size: 2616502
configs:
- config_name: HateBR
data_files:
- split: train
path: HateBR/train-*
- split: validation
path: HateBR/validation-*
- split: test
path: HateBR/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-*
---
# Portuguese Benchmark