4 citations · 8 across the 3 of their papers we have counts for
6 papers
Synthetic Data-Based Simulators for Recommender Systems: A Survey
Elizaveta Stavinova, Alexander Grigorievskiy, Anna Volodkevich +3
This survey aims at providing a comprehensive overview of the recent trends in the field of modeling and simulation (M&S) of interactions between users and recommender systems and…
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…
Lexicon-based Methods vs. BERT for Text Sentiment Analysis
Anastasia Kotelnikova, Danil Paschenko, Klavdiya Bochenina +1
The performance of sentiment analysis methods has greatly increased in recent years. This is due to the use of various models based on the Transformer architecture, in particular B…
Homophily based on few attributes can impede structural balance
Piotr J. Górski, Klavdiya Bochenina, Janusz A. Hołyst +1
Two complementary mechanisms are thought to shape social groups: homophily between agents and structural balance in connected triads. Here we consider fully connected agents, w…
A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification
Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner +5
Complex systems' modeling and simulation are powerful ways to investigate a multitude of natural phenomena providing extended knowledge on their structure and behavior. However, en…
Analysis of Computational Science Papers from ICCS 2001-2016 using Topic Modeling and Graph Theory
Tesfamariam M. Abuhay, Sergey V. Kovalchuk, Klavdiya O. Bochenina +3
This paper presents results of topic modeling and network models of topics using the International Conference on Computational Science corpus, which contains domain-specific (compu…