1 code implementation • 23 Apr 2024 • Kostiantyn Omelianchuk, Andrii Liubonko, Oleksandr Skurzhanskyi, Artem Chernodub, Oleksandr Korniienko, Igor Samokhin
In this paper, we carry out experimental research on Grammatical Error Correction, delving into the nuances of single-model systems, comparing the efficiency of ensembling and ranking methods, and exploring the application of large language models to GEC as single-model systems, as parts of ensembles, and as ranking methods.
1 code implementation • 12 Jun 2023 • Gunnar Lund, Kostiantyn Omelianchuk, Igor Samokhin
In this paper we show that GEC systems display gender bias related to the use of masculine and feminine terms and the gender-neutral singular "they".
no code implementations • 29 Nov 2021 • Igor Samokhin, Tatiana Yakushkina, Dmitry Markin, Alexander S. Bratus
This study focuses on open quasispecies systems with competition and death flow, described by modified Eigen and Crow-Kimura models.
no code implementations • 23 Nov 2020 • Igor Samokhin, Tatiana Yakushkina, Alexander S. Bratus
Consider a mathematical model of evolutionary adaptation of fitness landscape and mutation matrix as a reaction to population changes.