Tatiana Litvinova

Deep Learning neural nets versus traditional machine learning in gender identification of authors of RusProfiling texts

2018 · Procedia Computer Science

In this paper we compare accuracies of solving the task of gender identification of RusPro-filing texts without gender deception on base of two types of data-driven modeling approaches: on the one hand, well-known conventional machine …

Authorship Attribution of Russian Forum Posts with Different Types of N-gram Features

2019

Authorship attribution is an important field in online security. Recently there have been numerous successful works in authorship attribution in various European languages. Character n-grams are reported to be the best choice in authorship attribution, …