flair.datasets#
- flair.datasets.base
- flair.datasets.biomedical
Entity
InternalBioNerDataset
DpEntry
merge_datasets()
filter_and_map_entities()
filter_nested_entities()
bioc_to_internal()
brat_to_internal()
CoNLLWriter
HunerDataset
BIO_INFER
HUNER_GENE_BIO_INFER
JNLPBA
HunerJNLPBA
HUNER_JNLPBA
HUNER_GENE_JNLPBA
HUNER_CELL_LINE_JNLPBA
HUNER_ALL_JNLPBA
CELL_FINDER
HUNER_CELL_LINE_CELL_FINDER
HUNER_SPECIES_CELL_FINDER
HUNER_GENE_CELL_FINDER
HUNER_ALL_CELL_FINDER
MIRNA
HunerMiRNAHelper
HUNER_MIRNA
HUNER_GENE_MIRNA
HUNER_SPECIES_MIRNA
HUNER_DISEASE_MIRNA
HUNER_ALL_MIRNA
KaewphanCorpusHelper
CLL
HUNER_CELL_LINE_CLL
GELLUS
HUNER_CELL_LINE_GELLUS
LOCTEXT
HUNER_LOCTEXT
HUNER_SPECIES_LOCTEXT
HUNER_GENE_LOCTEXT
HUNER_ALL_LOCTEXT
CHEMDNER
HUNER_CHEMICAL_CHEMDNER
IEPA
HUNER_GENE_IEPA
LINNEAUS
HUNER_SPECIES_LINNEAUS
CDR
HUNER_DISEASE_CDR
HUNER_CHEMICAL_CDR
HUNER_ALL_CDR
VARIOME
HUNER_GENE_VARIOME
HUNER_DISEASE_VARIOME
HUNER_SPECIES_VARIOME
HUNER_ALL_VARIOME
NCBI_DISEASE
HUNER_DISEASE_NCBI
ScaiCorpus
SCAI_CHEMICALS
SCAI_DISEASE
HUNER_CHEMICAL_SCAI
HUNER_DISEASE_SCAI
HUNER_ALL_SCAI
OSIRIS
HUNER_GENE_OSIRIS
S800
HUNER_SPECIES_S800
GPRO
HUNER_GENE_GPRO
DECA
HUNER_GENE_DECA
FSU
HUNER_GENE_FSU
CRAFT
BIOSEMANTICS
BC2GM
HUNER_GENE_BC2GM
CEMP
HUNER_CHEMICAL_CEMP
CHEBI
HUNER_CHEBI
HUNER_CHEMICAL_CHEBI
HUNER_GENE_CHEBI
HUNER_SPECIES_CHEBI
HUNER_ALL_CHEBI
BioNLPCorpus
BIONLP2013_PC
BIONLP2013_CG
ANAT_EM
BioBertHelper
BIOBERT_CHEMICAL_BC4CHEMD
BIOBERT_GENE_BC2GM
BIOBERT_GENE_JNLPBA
BIOBERT_CHEMICAL_BC5CDR
BIOBERT_DISEASE_BC5CDR
BIOBERT_DISEASE_NCBI
BIOBERT_SPECIES_LINNAEUS
BIOBERT_SPECIES_S800
CRAFT_V4
HUNER_CRAFT_V4
HUNER_CHEMICAL_CRAFT_V4
HUNER_GENE_CRAFT_V4
HUNER_SPECIES_CRAFT_V4
HUNER_ALL_CRAFT_V4
HUNER_BIONLP2013_CG
HUNER_CHEMICAL_BIONLP2013_CG
HUNER_DISEASE_BIONLP2013_CG
HUNER_GENE_BIONLP2013_CG
HUNER_SPECIES_BIONLP2013_CG
HUNER_ALL_BIONLP2013_CG
AZDZ
PDR
HUNER_DISEASE_PDR
HunerMultiCorpus
HUNER_CELL_LINE
HUNER_CHEMICAL
HUNER_DISEASE
HUNER_GENE
HUNER_SPECIES
BIGBIO_NER_CORPUS
HUNER_GENE_NLM_GENE
HUNER_GENE_DRUGPROT
HUNER_CHEMICAL_DRUGPROT
HUNER_ALL_DRUGPROT
HUNER_GENE_BIORED
HUNER_CHEMICAL_BIORED
HUNER_DISEASE_BIORED
HUNER_SPECIES_BIORED
HUNER_CELL_LINE_BIORED
HUNER_ALL_BIORED
HUNER_GENE_CPI
HUNER_CHEMICAL_CPI
HUNER_ALL_CPI
HUNER_GENE_BIONLP_ST_2013_PC
HUNER_CHEMICAL_BIONLP_ST_2013_PC
HUNER_ALL_BIONLP_ST_2013_PC
HUNER_GENE_BIONLP_ST_2013_GE
HUNER_GENE_BIONLP_ST_2011_GE
HUNER_GENE_BIONLP_ST_2011_ID
HUNER_CHEMICAL_BIONLP_ST_2011_ID
HUNER_SPECIES_BIONLP_ST_2011_ID
HUNER_ALL_BIONLP_ST_2011_ID
HUNER_GENE_BIONLP_ST_2011_REL
HUNER_GENE_BIONLP_ST_2011_EPI
HUNER_SPECIES_BIONLP_ST_2019_BB
HUNER_GENE_BIOID
HUNER_CHEMICAL_BIOID
HUNER_SPECIES_BIOID
HUNER_CELL_LINE_BIOID
HUNER_ALL_BIOID
HUNER_GENE_GNORMPLUS
HUNER_GENE_PROGENE
HUNER_CHEMICAL_NLM_CHEM
HUNER_GENE_SETH_CORPUS
HUNER_GENE_TMVAR_V3
- flair.datasets.document_classification
ClassificationCorpus
ClassificationDataset
CSVClassificationCorpus
CSVClassificationDataset
AMAZON_REVIEWS
IMDB
NEWSGROUPS
AGNEWS
STACKOVERFLOW
SENTIMENT_140
SENTEVAL_CR
SENTEVAL_MR
SENTEVAL_SUBJ
SENTEVAL_MPQA
SENTEVAL_SST_BINARY
SENTEVAL_SST_GRANULAR
GLUE_COLA
GLUE_SST2
GO_EMOTIONS
TREC_50
TREC_6
YAHOO_ANSWERS
GERMEVAL_2018_OFFENSIVE_LANGUAGE
COMMUNICATIVE_FUNCTIONS
WASSA_ANGER
WASSA_FEAR
WASSA_JOY
WASSA_SADNESS
- flair.datasets.entity_linking
EntityLinkingDictionary
InMemoryEntityLinkingDictionary
HunerEntityLinkingDictionary
CTD_DISEASES_DICTIONARY
CTD_CHEMICALS_DICTIONARY
NCBI_GENE_HUMAN_DICTIONARY
NCBI_TAXONOMY_DICTIONARY
ZELDA
NEL_ENGLISH_AQUAINT
NEL_GERMAN_HIPE
NEL_ENGLISH_AIDA
NEL_ENGLISH_IITB
NEL_ENGLISH_TWEEKI
NEL_ENGLISH_REDDIT
from_ufsac_to_tsv()
determine_tsv_file()
WSD_UFSAC
WSD_RAGANATO_ALL
WSD_SEMCOR
WSD_WORDNET_GLOSS_TAGGED
WSD_MASC
WSD_OMSTI
WSD_TRAINOMATIC
BigBioEntityLinkingCorpus
BIGBIO_EL_NCBI_DISEASE
BIGBIO_EL_BC5CDR_CHEMICAL
BIGBIO_EL_GNORMPLUS
- flair.datasets.ocr
- flair.datasets.relation_extraction
- flair.datasets.sequence_labeling
MultiFileJsonlCorpus
JsonlCorpus
JsonlDataset
MultiFileColumnCorpus
ColumnCorpus
ColumnDataset
ONTONOTES
CONLL_03
CONLL_03_GERMAN
CONLL_03_DUTCH
CONLL_03_SPANISH
CONLL_2000
WNUT_17
FEWNERD
BIOSCOPE
NER_ARABIC_ANER
NER_ARABIC_AQMAR
NER_BASQUE
NER_CHINESE_WEIBO
NER_DANISH_DANE
NER_ENGLISH_MOVIE_SIMPLE
NER_ENGLISH_MOVIE_COMPLEX
NER_ENGLISH_SEC_FILLINGS
NER_ENGLISH_RESTAURANT
NER_ENGLISH_STACKOVERFLOW
NER_ENGLISH_TWITTER
NER_ENGLISH_PERSON
NER_ENGLISH_WEBPAGES
NER_ENGLISH_WNUT_2020
NER_ENGLISH_WIKIGOLD
NER_FINNISH
NER_GERMAN_BIOFID
NER_GERMAN_EUROPARL
NER_GERMAN_LEGAL
NER_GERMAN_GERMEVAL
NER_GERMAN_POLITICS
NER_HUNGARIAN
NER_ICELANDIC
NER_JAPANESE
NER_MASAKHANE
NER_MULTI_CONER
NER_MULTI_CONER_V2
NER_MULTI_WIKIANN
NER_MULTI_XTREME
NER_MULTI_WIKINER
NER_SWEDISH
NER_TURKU
NER_UKRAINIAN
KEYPHRASE_SEMEVAL2017
KEYPHRASE_INSPEC
KEYPHRASE_SEMEVAL2010
UP_CHINESE
UP_ENGLISH
UP_FRENCH
UP_FINNISH
UP_GERMAN
UP_ITALIAN
UP_SPANISH
UP_SPANISH_ANCORA
NER_HIPE_2022
NER_ICDAR_EUROPEANA
NER_NERMUD
NER_GERMAN_MOBIE
NER_ESTONIAN_NOISY
MASAKHA_POS
- flair.datasets.text_image
- flair.datasets.text_text
- flair.datasets.treebanks
UniversalDependenciesCorpus
UniversalDependenciesDataset
UD_ENGLISH
UD_GALICIAN
UD_ANCIENT_GREEK
UD_KAZAKH
UD_OLD_CHURCH_SLAVONIC
UD_ARMENIAN
UD_ESTONIAN
UD_GERMAN
UD_GERMAN_HDT
UD_DUTCH
UD_FAROESE
UD_FRENCH
UD_ITALIAN
UD_LATIN
UD_SPANISH
UD_PORTUGUESE
UD_ROMANIAN
UD_CATALAN
UD_POLISH
UD_CZECH
UD_SLOVAK
UD_SWEDISH
UD_DANISH
UD_NORWEGIAN
UD_FINNISH
UD_SLOVENIAN
UD_CROATIAN
UD_SERBIAN
UD_BULGARIAN
UD_ARABIC
UD_HEBREW
UD_TURKISH
UD_UKRAINIAN
UD_PERSIAN
UD_RUSSIAN
UD_HINDI
UD_INDONESIAN
UD_JAPANESE
UD_CHINESE
UD_KOREAN
UD_BASQUE
UD_CHINESE_KYOTO
UD_GREEK
UD_NAIJA
UD_LIVVI
UD_BURYAT
UD_NORTH_SAMI
UD_MARATHI
UD_MALTESE
UD_AFRIKAANS
UD_GOTHIC
UD_OLD_FRENCH
UD_WOLOF
UD_BELARUSIAN
UD_COPTIC
UD_IRISH
UD_LATVIAN
UD_LITHUANIAN
UD_BAVARIAN_MAIBAAM