readme: ---
  language:
    - ru
  ---
  
  Russian GPT2-medium model for RDF-triplet to text conversion.
  
  https://github.com/pavel-blinov/ru-rdf2text
  
  ```
  @inproceedings{blinov-2020-semantic,
      title = "Semantic Triples Verbalization with Generative Pre-Training Model",
      author = "Blinov, Pavel",
      booktitle = "Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+)",
      month = "12",
      year = "2020",
      address = "Dublin, Ireland (Virtual)",
      publisher = "Association for Computational Linguistics",
      url = "https://aclanthology.org/2020.webnlg-1.17",
      pages = "154--158",
      abstract = "The paper devoted to the problem of automatic text generation from RDF triples. This problem was formalized and proposed as a part of the 2020 WebNLG challenge. We describe our approach to the RDF-to-text generation task based on a neural network model with the Generative Pre-Training (GPT-2) architecture. In particular, we outline a way of base GPT-2 model conversion to a model with language and classification heads and discuss the text generation methods. To research the parameters{'} influence on the end-task performance a series of experiments was carried out. We report the result metrics and conclude with possible improvement directions.",
  }
  ```
  