16 citations
6 papers
On the existence of directed strongly regular graphs with parameters (22, 9, 6, 3, 4)
Viktor A. Byzov, Igor A. Pushkarev
The paper shows the existence of a family of directed strongly regular graphs with parameters (22, 9, 6, 3, 4). The adjacency matrices of the found digraphs are composed of $3\time…
Automatic Summarization of Russian Texts: Comparison of Extractive and Abstractive Methods
Valeriya Goloviznina, Evgeny Kotelnikov
The development of large and super-large language models, such as GPT-3, T5, Switch Transformer, ERNIE, etc., has significantly improved the performance of text generation. One of…
Argumentative Text Generation in Economic Domain
Irina Fishcheva, Dmitriy Osadchiy, Klavdiya Bochenina +1
The development of large and super-large language models, such as GPT-3, T5, Switch Transformer, ERNIE, etc., has significantly improved the performance of text generation. One of…
RuArg-2022: Argument Mining Evaluation
Evgeny Kotelnikov, Natalia Loukachevitch, Irina Nikishina +1
Argumentation analysis is a field of computational linguistics that studies methods for extracting arguments from texts and the relationships between them, as well as building argu…
Collocation2Text: Controllable Text Generation from Guide Phrases in Russian
Sergey Vychegzhanin, Evgeny Kotelnikov
Large pre-trained language models are capable of generating varied and fluent texts. Starting from the prompt, these models generate a narrative that can develop unpredictably. The…
Strong Consistency of Prototype Based Clustering in Probabilistic Space
Vladimir Nikulin, Geoffrey J. McLachlan
In this paper we formulate in general terms an approach to prove strong consistency of the Empirical Risk Minimisation inductive principle applied to the prototype or distance base…