# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("rwillh11/base-mdbertav3-token-classification-groups-bilingual")
model = AutoModelForTokenClassification.from_pretrained("rwillh11/base-mdbertav3-token-classification-groups-bilingual")Quick Links
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A model to detect the mention of social groups in political texts and speech. Finetuned by Will Horne, Alona Dolinsky and Lena Huber.
Model Type: MdeBERTa-V3
Metrics:
Accuracy (token level) . 988 Balanced Accuracy (token level) .937
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# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="rwillh11/base-mdbertav3-token-classification-groups-bilingual")