en_company_nel_md-0.1.0

Light company knowledge base

Feature	Description
Name	en_company_nel_md
Version	0.1.0
spaCy	>=3.4.0,<3.9.0
Default Pipeline	sentencizer, ner, entity_ruler, entity_linker
Components	sentencizer, ner, entity_ruler, entity_linker
Vectors	514157 keys, 20000 unique vectors (300 dimensions)
Sources	FNSPID: A Comprehensive Financial News Dataset in Time Series (Zihan Dong and Xinyu Fan and Zhiyuan Peng) Company Entities Dataset: Dataset of Companies and Homonymous Entities for Named Entity Linking (Alexandre Sonderegger)
License	CC BY-SA 4.0
Author	Alexandre Sonderegger

Label Scheme

View label scheme (19 labels for 2 components)

Component	Labels
ner	CARDINAL, DATE, EVENT, FAC, GPE, LANGUAGE, LAW, LOC, MONEY, NORP, ORDINAL, ORG, PERCENT, PERSON, PRODUCT, QUANTITY, TIME, WORK_OF_ART
entity_ruler	ORG

Accuracy

Type	Score
SENTS_F	47.86
SENTS_P	40.68
SENTS_R	58.12
ENTS_F	33.91
ENTS_P	20.80
ENTS_R	91.73
NEL_MICRO_F	97.33
NEL_MICRO_R	97.21
NEL_MICRO_P	97.45
ENTITY_LINKER_LOSS	2674.05

en_company_nel_lg-0.1.0

Light company knowledge base

Feature	Description
Name	en_company_nel_lg
Version	0.1.0
spaCy	>=3.4.0,<3.9.0
Default Pipeline	sentencizer, ner, entity_ruler, entity_linker
Components	sentencizer, ner, entity_ruler, entity_linker
Vectors	514157 keys, 514157 unique vectors (300 dimensions)
Sources	FNSPID: A Comprehensive Financial News Dataset in Time Series (Zihan Dong and Xinyu Fan and Zhiyuan Peng) Company Entities Dataset: Dataset of Companies and Homonymous Entities for Named Entity Linking (Alexandre Sonderegger)
License	CC BY-SA 4.0
Author	Alexandre Sonderegger

Label Scheme

View label scheme (19 labels for 2 components)

Component	Labels
ner	CARDINAL, DATE, EVENT, FAC, GPE, LANGUAGE, LAW, LOC, MONEY, NORP, ORDINAL, ORG, PERCENT, PERSON, PRODUCT, QUANTITY, TIME, WORK_OF_ART
entity_ruler	ORG

Accuracy

Type	Score
SENTS_F	46.18
SENTS_P	39.06
SENTS_R	56.47
ENTS_F	29.69
ENTS_P	18.24
ENTS_R	79.77
NEL_MICRO_F	97.44
NEL_MICRO_R	97.44
NEL_MICRO_P	97.44
ENTITY_LINKER_LOSS	2039.60