KennethEnevoldsen/scandinavian-embedding-benchmark

A Scandinavian Benchmark for sentence embeddings

Scandinavian Embedding Benchmark

A benchmark for evaluating sentence/document embeddings of Scandinavian language models.

Installation

You can install the Scandinavian Embedding Benchmark (seb) via pip from PyPI:

pip install seb

To see more examples, see the documentation.

📖 Documentation

Documentation
🔧 Installation	Installation instructions on how to install this package
👩‍💻 Usage	Introduction on how to use the package
📖 Documentation	A minimal and developing documentation

💬 Where to ask questions

Type
🚨 Bug Reports	GitHub Issue Tracker
🎁 Feature Requests & Ideas	GitHub Issue Tracker
👩‍💻 Usage Questions	GitHub Discussions
🗯 General Discussion	GitHub Discussions

Citation

To cite this work please refer to the following article:

Enevoldsen, K., Kardos, M., Muennighoff, N., & Nielbo, K. (2024). The Scandinavian Embedding Benchmarks: Comprehensive Assessment of Multilingual and Monolingual Text Embedding. https://openreview.net/forum?id=pJl_i7HIA72

or use the following BibTeX:

@misc{enevoldsen2024scandinavian,
      title={The Scandinavian Embedding Benchmarks: Comprehensive Assessment of Multilingual and Monolingual Text Embedding}, 
      author={Kenneth Enevoldsen and Márton Kardos and Niklas Muennighoff and Kristoffer Laigaard Nielbo},
      year={2024},
      eprint={2406.02396},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}