flair.datasets#
- flair.datasets.base
- flair.datasets.biomedical
EntityInternalBioNerDatasetDpEntrymerge_datasets()filter_and_map_entities()filter_nested_entities()bioc_to_internal()brat_to_internal()CoNLLWriterHunerDatasetBIO_INFERHUNER_GENE_BIO_INFERJNLPBAHunerJNLPBAHUNER_JNLPBAHUNER_GENE_JNLPBAHUNER_CELL_LINE_JNLPBAHUNER_ALL_JNLPBACELL_FINDERHUNER_CELL_LINE_CELL_FINDERHUNER_SPECIES_CELL_FINDERHUNER_GENE_CELL_FINDERHUNER_ALL_CELL_FINDERMIRNAHunerMiRNAHelperHUNER_MIRNAHUNER_GENE_MIRNAHUNER_SPECIES_MIRNAHUNER_DISEASE_MIRNAHUNER_ALL_MIRNAKaewphanCorpusHelperCLLHUNER_CELL_LINE_CLLGELLUSHUNER_CELL_LINE_GELLUSLOCTEXTHUNER_LOCTEXTHUNER_SPECIES_LOCTEXTHUNER_GENE_LOCTEXTHUNER_ALL_LOCTEXTCHEMDNERHUNER_CHEMICAL_CHEMDNERIEPAHUNER_GENE_IEPALINNEAUSHUNER_SPECIES_LINNEAUSCDRHUNER_DISEASE_CDRHUNER_CHEMICAL_CDRHUNER_ALL_CDRVARIOMEHUNER_GENE_VARIOMEHUNER_DISEASE_VARIOMEHUNER_SPECIES_VARIOMEHUNER_ALL_VARIOMENCBI_DISEASEHUNER_DISEASE_NCBIScaiCorpusSCAI_CHEMICALSSCAI_DISEASEHUNER_CHEMICAL_SCAIHUNER_DISEASE_SCAIHUNER_ALL_SCAIOSIRISHUNER_GENE_OSIRISS800HUNER_SPECIES_S800GPROHUNER_GENE_GPRODECAHUNER_GENE_DECAFSUHUNER_GENE_FSUCRAFTBIOSEMANTICSBC2GMHUNER_GENE_BC2GMCEMPHUNER_CHEMICAL_CEMPCHEBIHUNER_CHEBIHUNER_CHEMICAL_CHEBIHUNER_GENE_CHEBIHUNER_SPECIES_CHEBIHUNER_ALL_CHEBIBioNLPCorpusBIONLP2013_PCBIONLP2013_CGANAT_EMBioBertHelperBIOBERT_CHEMICAL_BC4CHEMDBIOBERT_GENE_BC2GMBIOBERT_GENE_JNLPBABIOBERT_CHEMICAL_BC5CDRBIOBERT_DISEASE_BC5CDRBIOBERT_DISEASE_NCBIBIOBERT_SPECIES_LINNAEUSBIOBERT_SPECIES_S800CRAFT_V4HUNER_CRAFT_V4HUNER_CHEMICAL_CRAFT_V4HUNER_GENE_CRAFT_V4HUNER_SPECIES_CRAFT_V4HUNER_ALL_CRAFT_V4HUNER_BIONLP2013_CGHUNER_CHEMICAL_BIONLP2013_CGHUNER_DISEASE_BIONLP2013_CGHUNER_GENE_BIONLP2013_CGHUNER_SPECIES_BIONLP2013_CGHUNER_ALL_BIONLP2013_CGAZDZPDRHUNER_DISEASE_PDRHunerMultiCorpusHUNER_CELL_LINEHUNER_CHEMICALHUNER_DISEASEHUNER_GENEHUNER_SPECIESBIGBIO_NER_CORPUSHUNER_GENE_NLM_GENEHUNER_GENE_DRUGPROTHUNER_CHEMICAL_DRUGPROTHUNER_ALL_DRUGPROTHUNER_GENE_BIOREDHUNER_CHEMICAL_BIOREDHUNER_DISEASE_BIOREDHUNER_SPECIES_BIOREDHUNER_CELL_LINE_BIOREDHUNER_ALL_BIOREDHUNER_GENE_CPIHUNER_CHEMICAL_CPIHUNER_ALL_CPIHUNER_GENE_BIONLP_ST_2013_PCHUNER_CHEMICAL_BIONLP_ST_2013_PCHUNER_ALL_BIONLP_ST_2013_PCHUNER_GENE_BIONLP_ST_2013_GEHUNER_GENE_BIONLP_ST_2011_GEHUNER_GENE_BIONLP_ST_2011_IDHUNER_CHEMICAL_BIONLP_ST_2011_IDHUNER_SPECIES_BIONLP_ST_2011_IDHUNER_ALL_BIONLP_ST_2011_IDHUNER_GENE_BIONLP_ST_2011_RELHUNER_GENE_BIONLP_ST_2011_EPIHUNER_SPECIES_BIONLP_ST_2019_BBHUNER_GENE_BIOIDHUNER_CHEMICAL_BIOIDHUNER_SPECIES_BIOIDHUNER_CELL_LINE_BIOIDHUNER_ALL_BIOIDHUNER_GENE_GNORMPLUSHUNER_GENE_PROGENEHUNER_CHEMICAL_NLM_CHEMHUNER_GENE_SETH_CORPUSHUNER_GENE_TMVAR_V3
- flair.datasets.document_classification
ClassificationCorpusClassificationDatasetCSVClassificationCorpusCSVClassificationDatasetAMAZON_REVIEWSIMDBNEWSGROUPSAGNEWSSTACKOVERFLOWSENTIMENT_140SENTEVAL_CRSENTEVAL_MRSENTEVAL_SUBJSENTEVAL_MPQASENTEVAL_SST_BINARYSENTEVAL_SST_GRANULARGLUE_COLAGLUE_SST2GO_EMOTIONSTREC_50TREC_6YAHOO_ANSWERSGERMEVAL_2018_OFFENSIVE_LANGUAGECOMMUNICATIVE_FUNCTIONSWASSA_ANGERWASSA_FEARWASSA_JOYWASSA_SADNESS
- flair.datasets.entity_linking
EntityLinkingDictionaryInMemoryEntityLinkingDictionaryHunerEntityLinkingDictionaryCTD_DISEASES_DICTIONARYCTD_CHEMICALS_DICTIONARYNCBI_GENE_HUMAN_DICTIONARYNCBI_TAXONOMY_DICTIONARYZELDANEL_ENGLISH_AQUAINTNEL_GERMAN_HIPENEL_ENGLISH_AIDANEL_ENGLISH_IITBNEL_ENGLISH_TWEEKINEL_ENGLISH_REDDITfrom_ufsac_to_tsv()determine_tsv_file()WSD_UFSACWSD_RAGANATO_ALLWSD_SEMCORWSD_WORDNET_GLOSS_TAGGEDWSD_MASCWSD_OMSTIWSD_TRAINOMATICBigBioEntityLinkingCorpusBIGBIO_EL_NCBI_DISEASEBIGBIO_EL_BC5CDR_CHEMICALBIGBIO_EL_GNORMPLUS
- flair.datasets.ocr
- flair.datasets.relation_extraction
- flair.datasets.sequence_labeling
MultiFileJsonlCorpusJsonlCorpusJsonlDatasetMultiFileColumnCorpusColumnCorpusColumnDatasetONTONOTESCONLL_03CONLL_03_GERMANCONLL_03_DUTCHCONLL_03_SPANISHCONLL_2000WNUT_17FEWNERDBIOSCOPENER_ARABIC_ANERNER_ARABIC_AQMARNER_BASQUENER_CHINESE_WEIBONER_DANISH_DANENER_ENGLISH_MOVIE_SIMPLENER_ENGLISH_MOVIE_COMPLEXNER_ENGLISH_SEC_FILLINGSNER_ENGLISH_RESTAURANTNER_ENGLISH_STACKOVERFLOWNER_ENGLISH_TWITTERNER_ENGLISH_PERSONNER_ENGLISH_WEBPAGESNER_ENGLISH_WNUT_2020NER_ENGLISH_WIKIGOLDNER_FINNISHNER_GERMAN_BIOFIDNER_GERMAN_EUROPARLNER_GERMAN_LEGALNER_GERMAN_GERMEVALNER_GERMAN_POLITICSNER_HUNGARIANNER_ICELANDICNER_JAPANESENER_MASAKHANENER_MULTI_CONERNER_MULTI_CONER_V2NER_MULTI_WIKIANNNER_MULTI_XTREMENER_MULTI_WIKINERNER_SWEDISHNER_TURKUNER_UKRAINIANKEYPHRASE_SEMEVAL2017KEYPHRASE_INSPECKEYPHRASE_SEMEVAL2010UP_CHINESEUP_ENGLISHUP_FRENCHUP_FINNISHUP_GERMANUP_ITALIANUP_SPANISHUP_SPANISH_ANCORANER_HIPE_2022NER_ICDAR_EUROPEANANER_NERMUDNER_GERMAN_MOBIEMASAKHA_POS
- flair.datasets.text_image
- flair.datasets.text_text
- flair.datasets.treebanks
UniversalDependenciesCorpusUniversalDependenciesDatasetUD_ENGLISHUD_GALICIANUD_ANCIENT_GREEKUD_KAZAKHUD_OLD_CHURCH_SLAVONICUD_ARMENIANUD_ESTONIANUD_GERMANUD_GERMAN_HDTUD_DUTCHUD_FAROESEUD_FRENCHUD_ITALIANUD_LATINUD_SPANISHUD_PORTUGUESEUD_ROMANIANUD_CATALANUD_POLISHUD_CZECHUD_SLOVAKUD_SWEDISHUD_DANISHUD_NORWEGIANUD_FINNISHUD_SLOVENIANUD_CROATIANUD_SERBIANUD_BULGARIANUD_ARABICUD_HEBREWUD_TURKISHUD_UKRAINIANUD_PERSIANUD_RUSSIANUD_HINDIUD_INDONESIANUD_JAPANESEUD_CHINESEUD_KOREANUD_BASQUEUD_CHINESE_KYOTOUD_GREEKUD_NAIJAUD_LIVVIUD_BURYATUD_NORTH_SAMIUD_MARATHIUD_MALTESEUD_AFRIKAANSUD_GOTHICUD_OLD_FRENCHUD_WOLOFUD_BELARUSIANUD_COPTICUD_IRISHUD_LATVIANUD_LITHUANIAN