Adapter bert-base-uncased-ner-pfeiffer for bert-base-uncased

Adapter trained on the CoNLL2003 dataset for named entity recognition

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("bert-base-uncased")
adapter_name = model.load_adapter("AdapterHub/bert-base-uncased-ner-pfeiffer")
model.set_active_adapters(adapter_name)

Architecture & Training

• Adapter architecture: pfeiffer
• Prediction head: None
• Dataset: conll2003

Author Information

• Author name(s): Hannah Sterz
• Author email: sterz@ukp.informatik.tu-darmstadt.de
• Author links: Twitter

Citation

This adapter has been auto-imported from https://github.com/Adapter-Hub/Hub/blob/master/adapters/ukp/bert-base-uncased-ner-pfeiffer.yml.