Modelpublic

alexandrainst/da-subjectivivity-classification-base

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face

2likes925downloads

Model Card

Danish BERT Tone for the detection of subjectivity/objectivity

The BERT Tone model detects whether a text (in Danish) is subjective or objective. The model is based on the finetuning of the pretrained Danish BERT model by BotXO.

See the DaNLP documentation for more details.

Here is how to use the model:

python

from transformers import BertTokenizer, BertForSequenceClassification

model = BertForSequenceClassification.from_pretrained("alexandrainst/da-subjectivivity-classification-base")
tokenizer = BertTokenizer.from_pretrained("alexandrainst/da-subjectivivity-classification-base")

Training data

The data used for training come from the Twitter Sentiment and EuroParl sentiment 2 datasets.