Create README.md

README.md

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+Russian GPT2-medium model for RDF-triplet to text conversion.
+
+```
+@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.",
+}
+```