=Paper=
{{Paper
|id=Vol-3171/preface
|storemode=property
|title=None
|pdfUrl=https://ceur-ws.org/Vol-3171/preface.pdf
|volume=Vol-3171
}}
==None==
https://ceur-ws.org/Vol-3171/preface.pdf
Vasyl Lytvyn
Natalia Sharonova
Izabela Jonek-Kowalska
Agnieszka Kowalska-Styczen
Victoria Vysotska
Yevhen Kupriianov
Olga Kanishcheva
Olga Cherednichenko
Thierry Hamon
Natalia Grabar
(Eds.)
COMPUTATIONAL
LINGUISTICS AND
INTELLIGENT SYSTEMS
Proceedings of the 6th International Conference, COLINS-2022.
Volume I: Main Conference
Gliwice, Poland
May, 2022, 12-13
V. Lytvyn, N. Sharonova, I. Jonek-Kowalska, A. Kowalska-Styczen, V. Vysotska, Y. Kupriianov, O.
Kanishcheva, O. Cherednichenko, T. Hamon, N. Grabar (Eds.): Computational Linguistics and
Intelligent Systems. Proceedings of the 6th International Conference on COLINS 2022. Volume I:
Workshop. Gliwice, Poland, May 12-13, 2022, CEUR-WS.org, online 1
The 6th International Conference on COLINS 2022 is organized by:
• Politechnika Śląska, Poland
• Lviv Polytechnic National University, Ukraine
• National Technical University «Kharkiv Polytechnic Institute», Ukraine
• Osnabrück University, Germany
• Institut Galilée of Université Paris 13, France
• Ukrainian Scientific and Educational IT Society, Ukraine
This volume represents the proceedings of the Workshop Conference, with Posters and
Demonstrations track, of the 6th International Conference on Computational Linguistics and Intelligent
Systems, held in Gliwice, Poland, in May 2022. It comprises 124 contributed papers that were carefully
peer-reviewed and selected from 167 submissions. The volume opens with the abstracts of the keynote
talks. The rest of the collection is organized in two parts: (I) Computational Linguistics; (II) Intelligent
Systems. Parts I contain the contributions to the Workshop COLINS Conference tracks, structured in
three topical sections: (1) Plenary Section; (2) Natural Language Processing; (3) Computer-Based
Discourse Analysis and Social Media Analysis; (4) Corpus Technologies, Ontologies and Computer
Lexicography. Parts II contain the contributions to the Workshop COLINS Conference tracks,
structured in four topical sections: (1) Plenary Section; (2) Machine Learning Technology; (3) Applied
Intelligent Systems.
COLINS Conference is intended to attract researchers with a strong background in the field of on
Computational Linguistics and Intelligent Systems. The COLINS Conference is soliciting literature
review, survey and research papers including, whilst not limited to, the following areas of interest:
• Computational Linguistics
• Intelligent Systems
The Conference took the form of oral presentations of peer-reviewed regular papers. Proceedings of
the COLINS Conference will submitted to CEUR-WS.org for online publication.
Submitted papers will be peer-reviewed by three scholars based on technical quality, relevance,
originality, significance, and clarity. If necessary, a fourth, additional reviewer will be involved. The
Program Committee will use these reviews to determine which papers will accepted for presentation at
the conference. The result of the reviewing will be announced to the submitting authors by email, along
with reviewer comments, if any. Only accepted papers, which will be presented at the conference, shall
submitted to CEUR-WS.org for online publication.
The Editorial team includes a highly-qualified academics and industry professionals (PhD or
Doctoral graduates).
Further information can find at:
• http://colins.in.ua/
• https://www.youtube.com/channel/UCr74OG8oKlJE_ETVxRC9lPQ
• https://www.facebook.com/Computational-Linguistics-and-Intelligent-Systems-Conference-
1403297853078941
COLINS-2022: 6th International Conference on Computational Linguistics and Intelligent Systems, May 12–13, 2022, Gliwice, Poland
EMAIL: Vasyl.V.Lytvyn@lpnu.ua (V. Lytvyn); nvsharonova@ukr.net (N. Sharonova); Izabela.Jonek-Kowalska@polsl.pl (I. Jonek-
Kowalska); Agnieszka.Kowalska-Styczen@polsl.pl (A. Kowalska-Styczen); victoria.vysotska@uni-osnabrueck.de (V. Vysotska);
eugeniokuprianov@gmail.com (Y. Kupriianov); kanichshevaolga@gmail.com (O. Kanishcheva); olha.cherednichenko@gmail.com (O.
Cherednichenko); hamon@limsi.fr (T. Hamon); natalia.grabar@univ-lille3.fr (N. Grabar)
ORCID: 0000-0002-9676-0180 (V. Lytvyn); 0000-0002-7555-1507 (N. Sharonova); 0000-0002-4006-4362 (I. Jonek-Kowalska); 0000-
0002-7404-9638 (A. Kowalska-Styczen); 0000-0001-6417-3689 (V. Vysotska); 0000-0002-0801-1789 (Y. Kupriianov); 0000-0002-9035-
1765 (O. Kanishcheva); 0000-0002-9391-5220 (O. Cherednichenko); 0000-0002-1521-4875 (T. Hamon); 0000-0002-0237-4554 (N.
Grabar)
©️ 022 Copyright for the individual papers by the papers’ authors. Copying permitted only for private and academic purposes. This volume is published and
copyrighted by its editors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).
CEUR Workshop Proceedings (CEUR-WS.org)
Preface
It is our pleasure to present you the proceedings of the Workshop Conference of COLINS-2022, the
fourth edition of the International Conference on Computational Linguistics and Intelligent Systems,
held in Gliwice (Poland) on May 12-13, 2022.
The main purpose of the CoLInS conference is a discussion of the recent research results in all areas
of Natural Language Processing and Intelligent Systems Development.
The conference is soliciting literature review, survey and research papers comments including,
whilst not limited to, the following areas of interest:
Category 1. Computational Linguistics
Subcategory 1.1. Natural Language Processing
• Machine translation;
• Text summarization;
• Named-entity recognition;
• Information retrieval;
• Text classification;
• Sentiment analysis;
• Automated speech recognition;
• Question answering system;
• Topic modeling;
• Text generation;
• Text understanding;
• Text simplification;
• Spam filtering technology;
• Error correction;
• Chatbots and conversational agents.
• Voice cloning, voice encoders, voice readers, voice output communication aids.
Subcategory 1.2. Corpus Technologies, Ontologies and Computer Lexicography
• Corpus creation;
• Corpus annotation;
• Corpus-based translation;
• Collocation identification and extraction;
• Thesauri, ontologies, ontology building;
• Ontology models and ontological graphs;
• Lexicographic systems.
• Digital learner’s dictionaries;
• General and special purpose digital dictionaries;
• Digital dictionary-based research;
• Virtual lexicographic laboratories;
• Dictionary-writing systems;
Subcategory 1.3. Computer-Based Discourse Analysis and Social Media Analysis
• Discourse organization;
• Critical discourse analysis;
• Sarcasm detection;
• Opinion mining and emotion detection;
• Essay grading;
• Unambiguity / wordplay identification;
• Computer-mediated communication;
• Digital multimodal text creation;
• Statistical text analysis;
• Conceptualization;
• Fake news detection;
• Text authorship identification;
• Good/evil character traits identification.
Category 2. Intelligent Systems
Subcategory 2.1. Applied Intelligent Systems
• Data mining & knowledge management;
• Data visualization & summarization;
• Web search & information retrieval technology;
• Recommender systems;
• Crowdsourcing;
• Human-agent negotiation;
• Knowledge representation and reasoning;
• Search engineering marketing;
• Multiagent systems;
• Planning, routing, and scheduling;
• Model-based reasoning;
• Reasoning under uncertainty;
• Search engine optimization (SEO technology);
• Application domain.
• Computer vision;
Subcategory 2.2. Machine Learning Technology
• Supervised learning;
• Unsupervised learning;
• Semi-supervised learning;
• Reinforcement learning;
• Decision trees;
• Classification;
• Regression;
• Artificial neural networks;
• Associative rules;
• Deep learning;
• Pattern recognition;
• Cluster analysis;
• Data mining.
The language of COLINS Conference is English.
The conference took the form of oral presentation by invited keynote speakers plus presentations of
peer-reviewed individual papers. The papers were distributed among 93 external reviewers from
France, Germany, The Netherlands, United States, United Kingdom, India, Moldova, Chech Republic,
Poland, Bulgaria, Portugal, Serbia, Slovenia, Finland and Ukraine. The total number of reviews is 611.
To take more correct decision regarding the acceptance or rejection the papers got 3-7 reviews. The
peer review statistics is as follows: 94 papers (3 reviews), 44 papers (4 reviews), 23 papers (5 reviews),
4 papers (6 reviews), and 2 papers (7 reviews). There was also an exhibition area for poster and demo
sessions. A Student section of the conference for students and PhD students ran in parallel to the main
conference.
The conference gathered participants from different countries including Austria, Azerbaijan,
Germany, Canada, Kazakhstan, Malaysia, Nigeria, Poland, Turkey, Ukraine, United Kingdom and
United States.
This year Organizing Committee received 167 submissions, out of which 124 were accepted for
presentation as a regular papers. The papers are submitted to the following tracks: Natural Language
Processing (27), Corpus Technologies, Ontologies and Computer Lexicography (17), Computer-Based
Discourse Analysis and Social Media Analysis (19), Applied Intelligent Systems (4); Machine Learning
Technology (37).
These papers and extended abstracts were published in this Volume I of COLINS 2022 proceedings.
The conference would not have been possible without the support of many people. First of all, we
would like to thank all the authors who submitted papers to COLINS 2022 and thus demonstrated their
interest in the research problems within our scope. We are very grateful to the members of our Program
Committee for providing timely and thorough reviews and, also, for being cooperative in doing
additional review work. We would like to thank the Organizing Committee of the conference whose
devotion and efficiency made this instance of COLINS a very interesting and effective scientific forum.
May, 2022
Vasyl Lytvyn
Natalia Sharonova
Izabela Jonek-Kowalska
Agnieszka Kowalska-Styczen
Victoria Vysotska
Yevhen Kupriianov
Olga Kanishcheva
Olga Cherednichenko
Thierry Hamon
Natalia Grabar