This paper presents a comparison of different techniques for solving the task of company industry classification based on textual descriptions of companies in DBpedia 1 .
other methods with comparable results are Universal Language Model Fine-tuning (ULMFiT), (Howard and Ruder, 2018) with error 0.8 for DBpedia dataset.