CLW-CoLInS 2025
Computational Linguistics Workshop at CoLInS 2025

Table of Contents

• Preface
  Summary: There were 36 papers submitted for peer-review to this workshop. Out of these, 16 papers were accepted for this volume, 16 as regular papers and 0 as short papers.
  
  
• Improving GEC based on combining algorithmic approach and sequence-to-edit model 1-10
  Yevgeniy Bodyanskiy, Maksym Kharchenko, Nataliya Ryabova
• Program clones detection as natural language texts fragments based on constructive-synthesizing modeling 11-22
  Viktor Shynkarenko, Olena Kuropiatnyk, Inna Demidovich
• AI for speaking skills assessment in foreign language acquisition 23-42
  Olha Yanholenko, Antonina Badan, Nunu Akopiants, Nataliia Onishchenko
• Person name disambiguation in news articles: a hybrid method for enhancing entity resolution in Russia-Ukraine war coverage 43-54
  Nina Khairova, Anastasiia Mozghova
• Subsystem for text-based emotional state analysis in a digital scientific community 55-68
  Andriy Kovalenko, Igor Ruban, Olesia Barkovska, Vladyslav Kholiev
• A dual-layered artificial intelligence solution for classifying disinformation in socially oriented systems 69-81
  Sergiy Yakovlev, Artem Khovrat, Volodymyr Kobziev
• Parsing technique in computer lexicography (case of Spanish dictionary DLE 23) 82-91
  Vasyl Lytvyn, Yevhen Kupriianov, Iryna Ostapova, Mykyta Yablochkov
• Exploring semantic similarity in English learners' texts through topic modelling 92-106
  Natalia Grabar, Olena Yurchenko, Olga Cherednichenko, Arsenii Lukashevskyi
• Improving model explainability in dynamic facial expression recognition for hybrid intellectual systems 107-121
  Victoria Vysotska, Kirill Smelyakov, Anastasiya Chupryna, Anastasiia Kochkina, Ganna Pliekhova, Anton Naumov
• A document-oriented LMS with integrated text classification for gender equality assessment 122-138
  Olga Cherednichenko, Glib Tereshchenko, Iryna Kyrychenko, Oleksandr Shanidze, Anzhelika Vorzhevitina
• Detecting political manipulations techniques in Internet posts: thresholds auto-selection in multiclass decision space 139-155
  Iurii Krak, Maryna Molchanova, Olexander Mazurets, Volodymyr Didur, Valeriia Klimenko, Olena Sobko, Olexander Barmak
• Improving sentiment analysis of Ukrainian-language content by applying a rule-based approach 156-173
  Taras Basyuk, Anton Lomovatskyi
• Computational approaches to semantic frame modeling: frequency and statistical analysis of nonverbal experience in war fiction 174-194
  Ivan Bekhta, Oksana Melnychuk, Iryna Dilai, Olesya Tatarovska
• Quantum Cryptographic Systems for Protecting Digitized Data 195-205
  Lyubomyr Chyrun, Alona Dorozhynska, Sergiy Dorozhynskyy
• Method for post-traumatic stress disorder manifestation analyzing in text content 206-218
  Iurii Krak, Oleksandr Ovcharuk, Olexander Mazurets, Maryna Molchanova, Olena Sobko, Olena Tyschenko, Olexander Barmak
• Theoretical and applied bases of creating a system for automatic phraseological units classification in English texts based on the artificial intelligence technologies usage 219-233
  Mikolaj Karpinski, Liudmyla Borovyk, Serhii Lienkov, Vitalii Savchenko, Iryna Panibrat, Vadym Sobko