Training neuroemulators using Multicriteria Extended Kalman Filter and pseudoregularization for Model Reference Adaptive Neurocontrol. - Artem N. Chernodub (ICUMT, 2012)

Direct Method for Training Feed-Forward Neural Networks Using Batch Extended Kalman Filter for Multi-Step-Ahead Predictions. - Artem N. Chernodub (ICANN, 2013)

Neurocontrol methods review. - Artem N. Chernodub; Dmitry A. Dziuba (CoRR, 2015)

Sampling-Based Gradient Regularization for Capturing Long-Term Dependencies in Recurrent Neural Networks. - Artem N. Chernodub; Dimitri Nowicki (ICONIP (2), 2016)

Norm-preserving Orthogonal Permutation Linear Unit Activation Functions (OPLU). - Artem N. Chernodub; Dimitri Nowicki (CoRR, 2016)

Improving Automatic Categorization of Technical vs. Laymen Medical Words using FastText Word Embeddings. - Hanna Pylieva; Artem N. Chernodub; Natalia Grabar; Thierry Hamon (IDDM, 2018)

TARGER: Neural Argument Mining at Your Fingertips. - Artem N. Chernodub; Oleksiy Oliynyk; Philipp Heidenreich; Alexander Bondarenko 001; Matthias Hagen; Chris Biemann; Alexander Panchenko (ACL (3), 2019)

RNN Embeddings for Identifying Difficult to Understand Medical Words. - Hanna Pylieva; Artem N. Chernodub; Natalia Grabar; Thierry Hamon (BioNLP@ACL, 2019)

Generalizability of Readability Models for Medical Terms. - Hanna Pylieva; Artem N. Chernodub; Natalia Grabar; Thierry Hamon (MedInfo, 2019)

GECToR - Grammatical Error Correction: Tag, Not Rewrite. - Kostiantyn Omelianchuk; Vitaliy Atrasevych; Artem N. Chernodub; Oleksandr Skurzhanskyi (BEA@ACL, 2020)

Ensembling and Knowledge Distilling of Large Sequence Taggers for Grammatical Error Correction. - Maksym Tarnavskyi; Artem N. Chernodub; Kostiantyn Omelianchuk (ACL (1), 2022)

Pillars of Grammatical Error Correction: Comprehensive Inspection Of Contemporary Approaches In The Era of Large Language Models. - Kostiantyn Omelianchuk; Andrii Liubonko; Oleksandr Skurzhanskyi; Artem N. Chernodub; Oleksandr Korniienko; Igor Samokhin (BEA, 2024)