Karolina Seweryn

According to our database, Karolina Seweryn authored at least 21 papers between 2021 and 2026.

Collaborative distances:

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

2026

Survey of Action Recognition, Spotting, and Spatio-Temporal Localization in Soccer - Current Trends and Research Perspectives.

Karolina Seweryn, Anna Wróblewska, Szymon Lukasik

ACM Trans. Intell. Syst. Technol., April, 2026

Enhancing object detection accuracy in visually challenging scenarios using super-resolution.

Dawid Krutul, Karolina Seweryn, Michal Halon, Gabriel Chec, Szymon Lukasik, Anna Wróblewska

J. Comput. Sci., 2026

Annotation-Efficient Vision-Language Model Adaptation to the Polish Language Using the LLaVA Framework.

Grzegorz Statkiewicz, Alicja Dobrzeniecka, Karolina Seweryn, Aleksandra Krasnodebska, Karolina Piosek, Katarzyna Bogusz, Sebastian Cygert, Wojciech Kusa

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

Safety of Large Language Models Beyond English: A Systematic Literature Review of Risks, Biases, and Safeguards.

Aleksandra Krasnodebska, Katarzyna Dziewulska, Karolina Seweryn, Maciej Chrabaszcz, Wojciech Kusa

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

Rethinking the Evaluation of Alignment Methods: Insights into Diversity, Generalisation, and Safety.

Denis Janiak, Julia Moska, Dawid Motyka, Karolina Seweryn, Pawel Walkowiak, Bartosz Zuk, Arkadiusz Janz

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

The PLLuM Instruction Corpus.

Piotr Pezik, Filip Zarnecki, Konrad Kaczynski, Anna Cichosz, Zuzanna Deckert, Monika Garnys, Izabela Grabarczyk, Wojciech Janowski, Sylwia Karasinska, Aleksandra Kujawiak, Piotr Misztela, Maria Szymanska, Karolina Walkusz, Igor Siek, Maciej Chrabaszcz, Anna Kolos, Agnieszka Karlinska, Karolina Seweryn, Aleksandra Krasnodebska, Paula Betscher, Zofia Cieslinska, Katarzyna Kowol, Artur Wilczek, Maciej Trzcinski, Katarzyna Dziewulska, Roman Roszko, Tomasz Bernas, Jurgita Vaicenoniene, Danuta Roszko, Pawel Levchuk, Pawel Kowalski, Irena Prawdzic-Jankowska, Marek Kozlowski, Slawomir Dadas, Rafal Poswiata, Alina Wróblewska, Katarzyna Krasnowska-Kieras, Maciej Ogrodniczuk, Michal Rudolf, Piotr Rybak, Karolina Saputa, Joanna Woloszyn, Marcin Oleksy, Bartlomiej Koptyra, Teddy Ferdinan, Stanislaw Wozniak, Maciej Piasecki, Pawel Walkowiak, Konrad Wojtasik, Arkadiusz Janz, Przemyslaw Kazienko, Julia Moska, Jan Kocon

CoRR, November, 2025

PLLuM: A Family of Polish Large Language Models.

Jan Kocon, Maciej Piasecki, Arkadiusz Janz, Teddy Ferdinan, Lukasz Radlinski, Bartlomiej Koptyra, Marcin Oleksy, Stanislaw Wozniak, Pawel Walkowiak, Konrad Wojtasik, Julia Moska, Tomasz Naskret, Bartosz Walkowiak, Mateusz Gniewkowski, Kamil Szyc, Dawid Motyka, Dawid Banach, Jonatan Dalasinski, Ewa Rudnicka, Bartlomiej Alberski, Tomasz Walkowiak, Aleksander Szczesny, Maciej Markiewicz, Tomasz Bernas, Hubert Mazur, Kamil Zyta, Mateusz Tykierko, Grzegorz Chodak, Tomasz Kajdanowicz, Przemyslaw Kazienko, Agnieszka Karlinska, Karolina Seweryn, Anna Kolos, Maciej Chrabaszcz, Katarzyna Lorenc, Aleksandra Krasnodebska, Artur Wilczek, Katarzyna Dziewulska, Paula Betscher, Zofia Cieslinska, Katarzyna Kowol, Daria Mikos, Maciej Trzcinski, Dawid Krutul, Marek Kozlowski, Slawomir Dadas, Rafal Poswiata, Michal Perelkiewicz, Malgorzata Grebowiec, Maciej Kazula, Marcin Bialas, Roman Roszko, Danuta Roszko, Jurgita Vaicenoniene, Andrius Utka, Pawel Levchuk, Pawel Kowalski, Irena Prawdzic-Jankowska, Maciej Ogrodniczuk, Monika Borys, Anna Bulinska, Wiktoria Gumienna, Witold Kieras, Dorota Komosinska, Katarzyna Krasnowska-Kieras, Lukasz Kobylinski, Martyna Lewandowska, Marek Lazinski, Mikolaj Latkowski, Dawid Mastalerz, Beata Milewicz, Agnieszka Anna Mykowiecka, Angelika Peljak-Lapinska, Sandra Penno, Zuzanna Przybysz, Michal Rudolf, Piotr Rybak, Karolina Saputa, Aleksandra Tomaszewska, Aleksander Wawer, Marcin Wolinski, Joanna Woloszyn, Alina Wróblewska, Bartosz Zuk, Filip Zarnecki, Konrad Kaczynski, Anna Cichosz, Zuzanna Deckert, Monika Garnys, Izabela Grabarczyk, Wojciech Janowski, Sylwia Karasinska, Aleksandra Kujawiak, Piotr Misztela, Maria Szymanska, Karolina Walkusz, Igor Siek, Jakub Kwiatkowski, Piotr Pezik

CoRR, November, 2025

PL-Guard: Benchmarking Language Model Safety for Polish.

Aleksandra Krasnodebska, Karolina Seweryn, Szymon Lukasik, Wojciech Kusa

CoRR, June, 2025

Evaluating LLMs Robustness in Less Resourced Languages with Proxy Models.

Maciej Chrabaszcz, Katarzyna Lorenc, Karolina Seweryn

CoRR, June, 2025

Improving Object Detection Quality in Football Through Super-Resolution Techniques.

Karolina Seweryn, Gabriel Chec, Szymon Lukasik, Anna Wróblewska

Proceedings of the Computational Science - ICCS 2025, 2025

Is Heterogeneous Model Soup Tasty? A Multidimensional Evaluation of Diverse Model Soups in Language Model Alignment.

Dawid Motyka, Pawel Walkowiak, Julia Moska, Bartosz Zuk, Karolina Seweryn, Arkadiusz Janz

Proceedings of the Computational Science - ICCS 2025, 2025

PLLuM-Align: Polish Preference Dataset for Large Language Model Alignment.

Karolina Seweryn, Anna Kolos, Agnieszka Karlinska, Katarzyna Lorenc, Katarzyna Dziewulska, Maciej Chrabaszcz, Aleksandra Krasnodebska, Paula Betscher, Zofia Cieslinska, Katarzyna Kowol, Julia Moska, Dawid Motyka, Pawel Walkowiak, Bartosz Zuk, Arkadiusz Janz

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Adversarial Robustness Of Multimodal Machine Learning Models.

Mateusz Kowalczyk, Karolina Seweryn, Joanna Kolodziej, Mateusz Krzyszton

Proceedings of the 39th ECMS International Conference on Modelling and Simulation, 2025

2024

Polish natural language inference and factivity: An expert-based dataset and benchmarks.

Daniel Ziembicki, Karolina Seweryn, Anna Wróblewska

Nat. Lang. Eng., 2024

SoccerNet 2024 Challenges Results.

Anthony Cioppa, Silvio Giancola, Vladimir Somers, Victor Joos, Floriane Magera, Jan Held, Seyed Abolfazl Ghasemzadeh, Xin Zhou, Karolina Seweryn, Mateusz Kowalczyk, Zuzanna Mróz, Szymon Lukasik, Michal Halon, Hassan Mkhallati, Adrien Deliège, Carlos Hinojosa, Karen Sanchez, Amir M. Mansourian, Pierre Miralles, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Adam Gorski, Albert Clapés, Andrei Boiarov, Anton Afanasiev, Artur Xarles, Atom Scott, Byoungkwon Lim, Calvin Yeung, Cristian Gonzalez, Dominic Rüfenacht, Enzo Pacilio, Fabian Deuser, Faisal Sami Altawijri, Francisco Cachón, Hankyul Kim, Haobo Wang, Hyeonmin Choe, Hyunwoo J. Kim, Il-Min Kim, Jae-Mo Kang, Jamshid Tursunboev, Jian Yang, Jihwan Hong, Jimin Lee, Jing Zhang, Junseok Lee, Kexin Zhang, Konrad Habel, Licheng Jiao, Linyi Li, Marc Gutiérrez-Pérez, Marcelo Ortega, Menglong Li, Milosz Lopatto, Nikita Kasatkin, Nikolay Nemtsev, Norbert Oswald, Oleg Udin, Pavel Kononov, Pei Geng, Saad Ghazai Alotaibi, Sehyung Kim, Sergei Ulasen, Sergio Escalera, Shanshan Zhang, Shuyuan Yang, Sunghwan Moon, Thomas B. Moeslund, Vasyl Shandyba, Vladimir Golovkin, Wei Dai, WonTaek Chung, Xinyu Liu, Yongqiang Zhu, Youngseo Kim, Yuan Li, Yuting Yang, Yuxuan Xiao, Zehua Cheng, Zhihao Li

CoRR, 2024

2023

Automating the Analysis of Institutional Design in International Agreements.

Anna Wróblewska, Bartosz Pielinski, Karolina Seweryn, Sylwia Sysko-Romanczuk, Karol Saputa, Aleksandra Wichrowska, Hanna Schreiber

Proceedings of the Computational Science - ICCS 2023, 2023

2022

Revisiting Distance Metric Learning for Few-Shot Natural Language Classification.

Witold Sosnowski, Anna Wróblewska, Karolina Seweryn, Piotr Gawrysiak

CoRR, 2022

Distance Metric Learning Loss Functions in Few-Shot Scenarios of Supervised Language Models Fine-Tuning.

Witold Sosnowski, Karolina Seweryn, Anna Wróblewska, Piotr Gawrysiak

CoRR, 2022

Entity Graph Extraction from Legal Acts - a Prototype for a Use Case in Policy Design Analysis.

Anna Wróblewska, Bartosz Pielinski, Karolina Seweryn, Karol Saputa, Aleksandra Wichrowska, Sylwia Sysko-Romanczuk, Hanna Schreiber

CoRR, 2022

2021

How Much Do Synthetic Datasets Matter in Handwritten Text Recognition?

Anna Wróblewska, Bartlomiej Chechlinski, Sylwia Sysko-Romanczuk, Karolina Seweryn

Proceedings of the Neural Information Processing - 28th International Conference, 2021

What Will You Tell Me About the Chart? - Automated Description of Charts.

Karolina Seweryn, Katarzyna Lorenc, Anna Wróblewska, Sylwia Sysko-Romanczuk

Proceedings of the Neural Information Processing - 28th International Conference, 2021