--- 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: - 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: 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 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 num_bytes: 3953896 num_examples: 7825 - name: validation num_bytes: 715819 num_examples: 1177 - name: test num_bytes: 819242 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 splits: - name: train num_bytes: 473248 num_examples: 3969 - name: validation num_bytes: 101358 num_examples: 850 - name: test num_bytes: 101242 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 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: 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 num_bytes: 1511905 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 num_bytes: 319682 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 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 - 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 '8': I-TEMPO '9': B-VALOR '10': I-VALOR 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: 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 num_bytes: 974822 num_examples: 1086 - name: validation num_bytes: 119702 num_examples: 105 - name: test num_bytes: 337141 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 num_bytes: 974822 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' '2': '100148' '3': '100147' '4': '100152' '5': '100143' '6': '100156' '7': '100158' '8': '100154' '9': '100153' '10': '100142' '11': '100145' '12': '100150' '13': '100162' '14': '100159' '15': '100144' '16': '100151' '17': '100157' '18': '100161' '19': '100146' '20': '100155' splits: - name: train num_bytes: 0 num_examples: 0 - name: validation num_bytes: 0 num_examples: 0 - name: test num_bytes: 0 num_examples: 0 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' '3': '4' '4': '5' '5': '6' '6': '7' '7': '8' splits: - name: train num_bytes: 1174840 num_examples: 8257 - 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