Classification of definitions in mathematical latex articles

The paper discusses the construction of a classifier of «definitions» in mathematical scientific articles LaTeX format based on various vector representations for the problem of recognizing «areas of interest» and the MIR problem. A corpus of documents containing definitions has been compiled. Visual displays of embeddings for this task, as well as the quality of classifiers work, have been studied.