kalyanram3600/en_resume_ner_pipeline

A spaCy NER pipeline to extract resume information like name, skills, degree, etc.

Feature	Description
Name	en_resume_ner_pipeline
Version	0.1.1
spaCy	>=3.8.7,<3.9.0
Default Pipeline	transformer, ner
Components	transformer, ner
Vectors	0 keys, 0 unique vectors (0 dimensions)
Sources	n/a
License	MIT
Author	Kalyan

Label Scheme

View label scheme (11 labels for 1 components)

Component	Labels
ner	College Name, Companies worked at, Degree, Designation, Email Address, Graduation Year, Location, Name, Skills, UNKNOWN, Years of Experience

Accuracy

Type	Score
ENTS_F	95.30
ENTS_P	93.34
ENTS_R	97.35
TRANSFORMER_LOSS	2380063.94
NER_LOSS	1373288.48