POS-tagging to highlight the skeletal structure of sentences

The article describes the process of developing a model for applying partial annotation to text using BERT learning transfer. Process of data preparation and evaluation of obtained results. It has been found that the proposed method makes it possible to achieve good results in marking text. Attention Is All You Need // 2023. URL: https://github.com/chakki-works/seqeval. 12. Liao W., Veeramachaneni S. A simple semi-supervised algorithm for named entity recognition Boulder, Colorado: Association for Computational Linguistics, 2009.C. 58-65.