Text Classification
Transformers
PyTorch
English
bert
BERTicelli
text classification
abusive language
hate speech
offensive language
# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("patrickquick/BERTicelli")
model = AutoModelForSequenceClassification.from_pretrained("patrickquick/BERTicelli")Quick Links
Mona Allaert • Leonardo Grotti • Patrick Quick
Model description
BERTicelli is an English pre-trained BERT model obtained by fine-tuning the English BERT base cased model with the training data from Offensive Language Identification Dataset (OLID).
This model was developed for the NLP Shared Task in the Digital Text Analysis program at the University of Antwerp (2021–2022).
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# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="patrickquick/BERTicelli")