Icelandic NER

Overview

Welcome to the Icelandic NER repository! Here, you’ll find fine-tuned models for Named Entity Recognition (NER) in Icelandic, based on the MIM-GOLD-NER dataset. Whether you’re into linguistics, AI, or you’re just keen on understanding Icelandic texts better, this is the place to be!

Quick Links

• Repo: Icelandic NER on GitHub
• Models on Hugging Face:
  • Icelandic NER BERT
  • Icelandic NER RoBERTa
  • Icelandic NER DistilBERT

Highlights

• Entities Covered: Date, Location, Miscellaneous, Money, Organization, Percent, Person, Time
• Evaluated Models: RoBERTa (IceBERT), BERT (mBERT), DistilBERT (mdBERT)
• Easy to Use: Code snippets are provided for using these models right away with Transformers pipelines.

Quick Start

Clone the repo and install requirements:

pip install transformers

Run the example code to get NER results:

# See the README for the full example code.