bertelsmannstift/oja_education_extraction

Extraction of Formal Educational Requirements from Online Job Advertisements

Usage

from huggingface_hub import snapshot_download
import sys

# download snapshot of model
path = snapshot_download(
    cache_dir="tmp/",
    repo_id="bertelsmannstift/oja_education_extraction",
    revision="main",
    token=HF_TOKEN,
)

# Add pipeline module to path and import 
sys.path.append(path)
from pipeline import PipelineWrapper

# Init model
pipeline = PipelineWrapper(path=path)

# Predictions
queries = [{"posting_id": "123",
         "full_text": "Wir sind Firma XYZ. Wir suchen einen Data Scientist. Sie haben Mathematik, Politikwissenschaften oder ein vergleichbares Fach studiert.",
         "candidate_description": None,
         "job_description": None}]

result = pipeline(queries)