readme: ---
  language:
    - uk
  tags:
    - text2text-generation
    - flair
  library_name: generic
  license: mit
  metrics:
    - perplexity
  datasets:
  - ubertext2.0
  widget:
  - text: "підсумував він."
  - text: "Україна переможе!"
  ---
  
  # Ukrainian flair embeddings (backward)
  
  Trained for 25+ epochs on the texts from ubertext2.0 (WIP).
  The characters dictionary used for training is in `flair_dictionary.pkl` file
  
  For more information on flair embeddings see [the article](https://github.com/flairNLP/flair/blob/master/resources/docs/embeddings/FLAIR_EMBEDDINGS.md) or the paper below:
  
  
  ```bibtex
  @inproceedings{akbik2018coling,
    title={Contextual String Embeddings for Sequence Labeling},
    author={Akbik, Alan and Blythe, Duncan and Vollgraf, Roland},
    booktitle = {{COLING} 2018, 27th International Conference on Computational Linguistics},
    pages     = {1638--1649},
    year      = {2018}
  }
  ```
  
  Copyright: [Dmytro Chaplynskyi](https://twitter.com/dchaplinsky), [lang-uk](https://lang.org.ua) project, 2022