Anchor-based Bilingual and Multilingual Word Embeddings for Low-Resource Languages

Resources:

• Paper I: Anchor-based Bilingual Word Embeddings for Low-Resource Languages
• Paper II: Multilingual Word Embeddings for Low-Resource Languages using Anchors and a Chain of Related Languages
• Code and data on GitHub

Contact:

• Paper I: Tobias Eder
• Paper II: Viktor Hangya

If you use our approaches in your work, please cite one of the following papers:

@inproceedings{eder-etal-2021-anchor,
  author = {Eder, Tobias and Hangya, Viktor and Fraser, Alexander},
  title = {{Anchor-based Bilingual Word Embeddings for Low-Resource Languages}},
  booktitle = {Proceedings of the 59th Annual Meeting of the Association for
    Computational Linguistics and the 11th International Joint Conference on
    Natural Language Processing (Volume 2: Short Papers)},
  pages = {227--232},
  publisher = {Association for Computational Linguistics},
  url = {https://aclanthology.org/2021.acl-short.30},
  year = {2021},
}

@inproceedings{hangya-etal-2023-multilingual,
  author = {Hangya, Viktor and Severini, Silvia and Ralev, Radoslav
    and Fraser, Alexander and Schütze, Hinrich},
  title = {Multilingual Word Embeddings for Low-Resource Languages
    using Anchors and a Chain of Related Languages},
  booktitle = {{Proceedings of the 3rd Workshop on Multi-lingual
    Representation Learning (MRL)}},
  pages = {95--105},
  url = {https://aclanthology.org/2023.mrl-1.8},
  year = {2023},
}