Ontonotes 5.0 Named Entity Recognition Dataset

# Source 
https://catalog.ldc.upenn.edu/LDC2013T19
https://github.com/NorskRegnesentral/weak-supervision-for-NER

# Entities
"DATE",
"MONEY",
"WORK_OF_ART",
"CARDINAL",
"ORG",
"PERSON",
"GPE",
"NORP",
"PERCENT",
"ORDINAL",
"TIME",
"LOC",
"LANGUAGE",
"FAC",
"EVENT",
"QUANTITY",
"PRODUCT",
"LAW"

# Label Functions

5 labeling functions in total, as shown below

lfs = [
    "Core_Keywords",
    "Regex_Patterns",
    "Numeric_Patterns",
    "wiki_fine",
    "money_detector",
    "date_detector",
    "number_detector",
    "company_type_detector",
    "full_name_detector",
    "misc_detector",
    "crunchbase_cased",
    "crunchbase_uncased",
    "geo_cased",
    "geo_uncased",
    "Multitoken_wiki",
    "wiki_cased",
    "wiki_uncased"
]