Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025)

Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor 2025-07 Association for Computational Linguistics Vienna, Austria text conference publication 978-1-959429-57-9 bsnlp-ws-2025-1 10.18653/v1/2025.bsnlp-1.0 https://aclanthology.org/2025.bsnlp-1.0/ Identifying Filled Pauses in Speech Across South and West Slavic Languages Nikola Ljubešić author Ivan Porupski author Peter Rupnik author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 ljubesic-etal-2025-identifying 10.18653/v1/2025.bsnlp-1.1 https://aclanthology.org/2025.bsnlp-1.1/ 2025-07 1 8 Few-Shot Prompting, Full-Scale Confusion: Evaluating Large Language Models for Humor Detection in Croatian Tweets Petra Bago author Nikola Bakarić author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 bago-bakaric-2025-shot 10.18653/v1/2025.bsnlp-1.2 https://aclanthology.org/2025.bsnlp-1.2/ 2025-07 9 16 GigaEmbeddings — Efficient Russian Language Embedding Model Egor Kolodin author Anastasia Ianina author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 kolodin-ianina-2025-gigaembeddings 10.18653/v1/2025.bsnlp-1.3 https://aclanthology.org/2025.bsnlp-1.3/ 2025-07 17 24 PL-Guard: Benchmarking Language Model Safety for Polish Aleksandra Krasnodebska author Karolina Seweryn author Szymon Łukasik author Wojciech Kusa author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 krasnodebska-etal-2025-pl 10.18653/v1/2025.bsnlp-1.4 https://aclanthology.org/2025.bsnlp-1.4/ 2025-07 25 37 Dialects, Topic Models, and Border Effects: The Rusyn Case Achim Rabus author Yves Scherrer author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 rabus-scherrer-2025-dialects 10.18653/v1/2025.bsnlp-1.5 https://aclanthology.org/2025.bsnlp-1.5/ 2025-07 38 43 Towards Open Foundation Language Model and Corpus for Macedonian: A Low-Resource Language Stefan Krsteski author Borjan Sazdov author Matea Tashkovska author Branislav Gerazov author Hristijan Gjoreski author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 krsteski-etal-2025-towards 10.18653/v1/2025.bsnlp-1.6 https://aclanthology.org/2025.bsnlp-1.6/ 2025-07 44 57 Towards compact and efficient Slovak summarization models Sebastian Petrik author Giang Nguyen author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 petrik-nguyen-2025-towards 10.18653/v1/2025.bsnlp-1.7 https://aclanthology.org/2025.bsnlp-1.7/ 2025-07 58 68 Adapting Definition Modeling for New Languages: A Case Study on Belarusian Daniela Kazakouskaya author Timothee Mickus author Janine Siewert author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 kazakouskaya-etal-2025-adapting 10.18653/v1/2025.bsnlp-1.8 https://aclanthology.org/2025.bsnlp-1.8/ 2025-07 69 75 Bridging the Gap with RedSQL: A Russian Text-to-SQL Benchmark for Domain-Specific Applications Irina Brodskaya author Elena Tutubalina author Oleg Somov author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 brodskaya-etal-2025-bridging 10.18653/v1/2025.bsnlp-1.9 https://aclanthology.org/2025.bsnlp-1.9/ 2025-07 76 83 Can information theory unravel the subtext in a Chekhovian short story? J Nathanael Philipp author Olav Mueller-Reichau author Matthias Irmer author Michael Richter author Max Kölbl author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 philipp-etal-2025-information 10.18653/v1/2025.bsnlp-1.10 https://aclanthology.org/2025.bsnlp-1.10/ 2025-07 84 90 When the Dictionary Strikes Back: A Case Study on Slovak Migration Location Term Extraction and NER via Rule-Based vs. LLM Methods Miroslav Blšták author Jaroslav Kopčan author Marek Šuppa author Samuel Harvan author Andrej Findor author Martin Takáč author Marián Šimko author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 blstak-etal-2025-dictionary 10.18653/v1/2025.bsnlp-1.11 https://aclanthology.org/2025.bsnlp-1.11/ 2025-07 91 100 DIACU: A dataset for the DIAchronic analysis of Church Slavonic Maria Cassese author Giovanni Puccetti author Marianna Napolitano author Andrea Esuli author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 cassese-etal-2025-diacu 10.18653/v1/2025.bsnlp-1.12 https://aclanthology.org/2025.bsnlp-1.12/ 2025-07 101 107 Characterizing Linguistic Shifts in Croatian News via Diachronic Word Embeddings David Dukić author Ana Barić author Marko Čuljak author Josip Jukić author Martin Tutek author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 dukic-etal-2025-characterizing 10.18653/v1/2025.bsnlp-1.13 https://aclanthology.org/2025.bsnlp-1.13/ 2025-07 108 115 What Makes You CLIC: Detection of Croatian Clickbait Headlines Marija Anđelić author Dominik Šipek author Laura Majer author Jan Šnajder author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 andelic-etal-2025-makes 10.18653/v1/2025.bsnlp-1.14 https://aclanthology.org/2025.bsnlp-1.14/ 2025-07 116 123 Gender Representation Bias Analysis in LLM-Generated Czech and Slovenian Texts Erik Derner author Kristina Batistič author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 derner-batistic-2025-gender 10.18653/v1/2025.bsnlp-1.15 https://aclanthology.org/2025.bsnlp-1.15/ 2025-07 124 135 REPA: Russian Error Types Annotation for Evaluating Text Generation and Judgment Capabilities Alexander Pugachev author Alena Fenogenova author Vladislav Mikhailov author Ekaterina Artemova author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 pugachev-etal-2025-repa 10.18653/v1/2025.bsnlp-1.16 https://aclanthology.org/2025.bsnlp-1.16/ 2025-07 136 150 Fine-Tuned Transformers for Detection and Classification of Persuasion Techniques in Slavic Languages Ekaterina Loginova author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 loginova-2025-fine 10.18653/v1/2025.bsnlp-1.17 https://aclanthology.org/2025.bsnlp-1.17/ 2025-07 151 156 Rubic2: Ensemble Model for Russian Lemmatization Ilia Afanasev author Anna Glazkova author Olga Lyashevskaya author Dmitry Morozov author Ivan Smal author Natalia Vlasova author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 afanasev-etal-2025-rubic2 10.18653/v1/2025.bsnlp-1.18 https://aclanthology.org/2025.bsnlp-1.18/ 2025-07 157 170 Gradient Flush at Slavic NLP 2025 Task: Leveraging Slavic BERT and Translation for Persuasion Techniques Classification Sergey Senichev author Aleksandr Boriskin author Nikita Krayko author Daria Galimzianova author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 senichev-etal-2025-gradient 10.18653/v1/2025.bsnlp-1.19 https://aclanthology.org/2025.bsnlp-1.19/ 2025-07 171 176 Empowering Persuasion Detection in Slavic Texts through Two-Stage Generative Reasoning Xin Zou author Chuhan Wang author Dailin Li author Yanan Wang author Jian Wang author Hongfei Lin author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 zou-etal-2025-empowering 10.18653/v1/2025.bsnlp-1.20 https://aclanthology.org/2025.bsnlp-1.20/ 2025-07 177 182 Hierarchical Classification of Propaganda Techniques in Slavic Texts in Hyperbolic Space Christopher Brückner author Pavel Pecina author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 bruckner-pecina-2025-hierarchical 10.18653/v1/2025.bsnlp-1.21 https://aclanthology.org/2025.bsnlp-1.21/ 2025-07 183 189 Team INSAntive at SlavicNLP-2025 Shared Task: Data Augmentation and Enhancement via Explanations for Persuasion Technique Classification Yutong Wang author Diana Nurbakova author Sylvie Calabretto author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 wang-etal-2025-team 10.18653/v1/2025.bsnlp-1.22 https://aclanthology.org/2025.bsnlp-1.22/ 2025-07 190 201 LLMs for Detection and Classification of Persuasion Techniques in Slavic Parliamentary Debates and Social Media Texts Julia Jose author Rachel Greenstadt author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 jose-greenstadt-2025-llms 10.18653/v1/2025.bsnlp-1.23 https://aclanthology.org/2025.bsnlp-1.23/ 2025-07 202 216 Fine-Tuned Transformer-Based Weighted Soft Voting Ensemble for Persuasion Technique Classification in Slavic Languages Mahshar Yahan author Sakib Sarker author Mohammad Islam author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 yahan-etal-2025-fine 10.18653/v1/2025.bsnlp-1.24 https://aclanthology.org/2025.bsnlp-1.24/ 2025-07 217 223 Robust Detection of Persuasion Techniques in Slavic Languages via Multitask Debiasing and Walking Embeddings Ewelina Ksiezniak author Krzysztof Wecel author Marcin Sawinski author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 ksiezniak-etal-2025-robust 10.18653/v1/2025.bsnlp-1.25 https://aclanthology.org/2025.bsnlp-1.25/ 2025-07 224 230 Multilabel Classification of Persuasion Techniques with self-improving LLM agent: SlavicNLP 2025 Shared Task Marcin Sawinski author Krzysztof Wecel author Ewelina Ksiezniak author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 sawinski-etal-2025-multilabel 10.18653/v1/2025.bsnlp-1.26 https://aclanthology.org/2025.bsnlp-1.26/ 2025-07 231 253 SlavicNLP 2025 Shared Task: Detection and Classification of Persuasion Techniques in Parliamentary Debates and Social Media Jakub Piskorski author Dimitar Dimitrov author Filip Dobranić author Marina Ernst author Jacek Haneczok author Ivan Koychev author Nikola Ljubešić author Michal Marcinczuk author Arkadiusz Modzelewski author Ivo Moravski author Roman Yangarber author 2025-07 text Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025) Jakub Piskorski editor Pavel Přibáň editor Preslav Nakov editor Roman Yangarber editor Michal Marcinczuk editor Association for Computational Linguistics Vienna, Austria conference publication 978-1-959429-57-9 piskorski-etal-2025-slavicnlp 10.18653/v1/2025.bsnlp-1.27 https://aclanthology.org/2025.bsnlp-1.27/ 2025-07 254 275