| 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" | |
| ] | |