Oleksandr Marchenko

According to our database, Oleksandr Marchenko authored at least 17 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Comparison of Transformer-based Deep Learning Methods for the Paraphrase Identification Task.

Vitalii Vrublevskyi, Oleksandr Marchenko

Proceedings of the Selected Papers of the X International Scientific Conference "Information Technology and Implementation" (IT&I-2023). Conference Proceedings, Kyiv, Ukraine, November 20, 2023

Automatic Generation of Coherent Natural Language Texts.

Oleksandr Marchenko, Mariam Isoieva

Proceedings of the Flexible Query Answering Systems - 15th International Conference, 2023

On Linear Regression for Fuzzy Data of Different Quality.

Serhii Mashchenko, Oleksandr Marchenko

Proceedings of The Sixth International Workshop on Computer Modeling and Intelligent Systems (CMIS 2023), 2023

2022

Task-specific pre-training improves models for paraphrase generation.

Oleksandr Skurzhanskyi, Oleksandr Marchenko

Proceedings of the 2022 6th International Conference on Natural Language Processing and Information Retrieval, 2022

2021

Automated Bot Detection Based on Coherence Metric.

Oleksandr Marchenko, Mariam Isoieva

Proceedings of the Selected Papers of the VIII International Scientific Conference "Information Technology and Implementation" (IT&I-2021). Conference Proceedings, 2021

2020

Handwriting Styles Clustering: Feature Selection and Feature Space Analysis based on Online Input.

Karyna Korovai, Oleksandr Marchenko

Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

2018

English Text Parsing by Means of Error Correcting Automaton.

Oleksandr Marchenko, Anatoly Anisimov, Igor O. Zavadskyi, Egor Melnikov

Proceedings of the Natural Language Processing and Information Systems, 2018

2017

Authorship Attribution System.

Oleksandr Marchenko, Anatoly Anisimov, Andrii Nykonenko, Tetiana Rossada, Egor Melnikov

Proceedings of the Natural Language Processing and Information Systems, 2017

Machine Learning Method for Paraphrase Identification.

Oleksandr Marchenko, Anatoly Anisimov, Andrii Nykonenko, Tetiana Rossada, Egor Melnikov

Proceedings of the Flexible Query Answering Systems - 12th International Conference, 2017

2016

Semantic-Syntactic Word Valence Vectors for Building a Taxonomy.

Oleksandr Marchenko

Proceedings of the Natural Language Processing and Information Systems, 2016

2014

Development of a Semantic and Syntactic Model of Natural Language by Means of Non-negative Matrix and Tensor Factorization.

Anatoly Anisimov, Oleksandr Marchenko, Volodymyr Taranukha, Taras Vozniuk

Proceedings of the Text, Speech and Dialogue - 17th International Conference, 2014

A Method for Parallel Non-negative Sparse Large Matrix Factorization.

Anatoly Anisimov, Oleksandr Marchenko, Emil Nasirov, Stepan Palamarchuk

Proceedings of the Text, Speech and Dialogue - 17th International Conference, 2014

Semantic and Syntactic Model of Natural Language Based on Non-negative Matrix and Tensor Factorization.

Anatoly Anisimov, Oleksandr Marchenko, Volodymyr Taranukha, Taras Vozniuk

Proceedings of the Advances in Natural Language Processing, 2014

A Parallel Non-negative Sparse Large Matrix Factorization.

Anatoly Anisimov, Oleksandr Marchenko, Emil Nasirov, Stepan Palamarchuk

Proceedings of the Advances in Natural Language Processing, 2014

Semantic and Syntactic Model of Natural Language Based on Tensor Factorization.

Anatoly Anisimov, Oleksandr Marchenko, Volodymyr Taranukha, Taras Vozniuk

Proceedings of the Natural Language Processing and Information Systems, 2014

2013

Ukrainian WordNet: Creation and Filling.

Anatoly Anisimov, Oleksandr Marchenko, Andrey Nikonenko, Elena Porkhun, Volodymyr Taranukha

Proceedings of the Flexible Query Answering Systems - 10th International Conference, 2013

2012

GPU-Accelerated Non-negative Matrix Factorization for Text Mining.

Volodymyr Kysenko, Karl Rupp, Oleksandr Marchenko, Siegfried Selberherr, Anatoly Anisimov

Proceedings of the Natural Language Processing and Information Systems, 2012