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Adapter SOUMYADEEPSAR/political_bias for cardiffnlp/twitter-roberta-base-2022-154m

An adapter for the cardiffnlp/twitter-roberta-base-2022-154m model that was trained on the mediabiasgroup/mbib-base dataset and includes a prediction head for classification.

This adapter was created for usage with the Adapters library.

Usage

First, install adapters:

pip install -U adapters

Now, the adapter can be loaded and activated like this:

from adapters import AutoAdapterModel

model = AutoAdapterModel.from_pretrained("cardiffnlp/twitter-roberta-base-2022-154m")
adapter_name = model.load_adapter("SOUMYADEEPSAR/political_bias", set_active=True)

Architecture & Training

Evaluation results

Citation

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Dataset used to train SOUMYADEEPSAR/political_bias_roberta-twitter