# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("nicoberk/GermanNewsCrime")
model = AutoModelForSequenceClassification.from_pretrained("nicoberk/GermanNewsCrime", device_map="auto")Quick Links
BERT model to detect crime coverage in German migration news. Might or might not work to detect crime coverage in general news.
Training procedure and performance described in Berk, Nicolai. 2024. The Impact of Media Framing in Complex Information Environments. Political Communication. Please cite the paper when using the classifier.
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google-bert/bert-base-multilingual-cased
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="nicoberk/GermanNewsCrime")