Danish SOTA NER

danish_sota_ner.py

import pandas as pd
from transformers import pipeline

text = """
Dan Saattrup Nielsen arbejder som AI Specialist hos Alexandra Instituttet
og er han næstformand i Dansk Data Science Community.
"""

ner = pipeline(
    task="ner",                
    model="saattrupdan/nbailab-base-ner-scandi", 
    aggregation_strategy="first"
)

result = ner(text)
print(pd.DataFrame.from_records(result))

# Output:
#   entity_group     score                          word  start  end
# 0          PER  0.999734          Dan Saattrup Nielsen      1   21
# 1          ORG  0.998360         Alexandra Instituttet     53   74
# 2          ORG  0.999438  Dansk Data Science Community    104  132