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Department of Artificial Intelligence
← G4.19

Publications

Publications assigned to this group and public publications confirmed in the research records of its current members.

Publications: 353

  1. PoliChat: retrieval augmented generation on university documents and regulations

    Konrad D. Wojtasik, Adrian Berdowski, Inez Okulska, Maciej Piasecki

    ICCS 2025 · 2025

  2. Fortifying NLP models against poisoning attacks: The power of personalized prediction architectures

    Teddy Ferdinan, Jan Kocoń

    Information Fusion · 2025

  3. Architectural concepts for integrating fundamental drives and emotions into artificial intelligence

    Teddy Ferdinan, Wiktoria M Mieleszczenko-Kowszewicz, Jan Kocoń, Przemysław Kazienko

    IEEE Intelligent Systems · 2025

  4. Divide, cache, conquer: dichotomic prompting for efficient multi-label LLM-based classification

    Mikołaj Langner, Jan K Eliasz, Ewa K Rudnicka, Jan Kocoń

    25th IEEE International Conference on Data Mining Workshops, ICDMW 2025, 12-15 November 2025, Washington, DC, USA · 2025

  5. Enhancing AI face realism: cost-efficient quality improvement in distilled diffusion models with a fully synthetic dataset

    Jakub Wąsala, Bartłomiej Wrzalski, Kornelia Noculak, Yuliia Tarasenko, Oliwer Krupa, Jan Kocoń, Grzegorz Chodak

    ICCS 2025 · 2025

  6. Language, culture, and ideology: personalizing offensiveness detection in political tweets with reasoning LLMs

    Dzmitry Pihulski, Jan Kocoń

    25th IEEE International Conference on Data Mining Workshops, ICDMW 2025, 12-15 November 2025, Washington, DC, USA · 2025

  7. Decoding emotions from fNIRS: A survey on tensor-based approaches in affective computing and medical applications

    Aleksandra D. Kawala-Sterniuk, Maciej Piasecki, Ewa K Rudnicka, Mariusz Pelc, Michał Podpora, Dariusz Mikołajewski, Adrian Luckiewicz, Adam Sudoł

    Applied Sciences · 2025

  8. SupResDiffGAN a new approach for the super-resolution task

    Dawid A. Kopeć, Wojciech M Kozłowski, Maciej Wizerkaniuk, Dawid Krutul, Jan Kocoń, Maciej M Zięba

    ICCS 2025 · 2025

  9. Three-stage extraction of spatial relationships using markers

    Michał Olek, Maciej Piasecki

    ICCCI 2024 · 2024

  10. Evaluating the effectiveness of research grants with journal bibliometrics

    Marcin Ł. Oleksy, Przemysław Kazienko, Maciej Dzieżyc

    Proceedings of the 13th International Workshop on Bibliometric-enhanced Information Retrieval co-located with 45th European Conference on Information Retrieval (ECIR 2023), Dublin, Ireland, April 2nd · 2024

  11. Improving training dataset balance with ChatGPT prompt engineering

    Mateusz Kochanek, Igor Cichecki, Oliwier Kaszyca, Dominika Szydło, Michał Madej, Dawid A Jędrzejewski, Przemysław Kazienko, Jan Kocoń

    Electronics · 2024

  12. Target-phrase zero-shot stance detection: where do we stand?

    Dawid Motyka, Maciej Piasecki

    ICCS 2024 · 2024

  13. Small language models for emotion recognition in Polish stock market investor opinions

    Bartłomiej Koptyra, Marcin Ł Oleksy, Ewa Dzięcioł, Jan Kocoń

    24th IEEE International Conference on Data Mining Workshops, ICDMW 2024, 9 December 2024, Abu Dhabi, United Arab Emirates · 2024

  14. PolEval 2024 Task 2: Emotion and sentiment recognition

    Jan Kocoń, Bartłomiej Koptyra

    Proceedings of the PolEval 2024 Workshop · 2024

  15. Personalized large language models

    Stanisław J. Woźniak, Bartłomiej Koptyra, Arkadiusz Janz, Przemysław Kazienko, Jan Kocoń

    24th IEEE International Conference on Data Mining Workshops, ICDMW 2024, 9 December 2024, Abu Dhabi, United Arab Emirates · 2024

  16. Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction

    Albert K. Sawczyn, Katsiaryna Viarenich, Konrad D Wojtasik, Aleksandra Domogała, Marcin Ł Oleksy, Maciej Piasecki, Tomasz Kajdanowicz

    62st Annual Meeting of the Association for Computational Linguistics, ACL 2024 · 2024

  17. Into the unknown: Self-learning Large Language Models

    Teddy Ferdinan, Jan Kocoń, Przemysław Kazienko

    24th IEEE International Conference on Data Mining Workshops, ICDMW 2024, 9 December 2024, Abu Dhabi, United Arab Emirates · 2024

  18. Refining natural language inferences using cross-document structure theory

    Arkadiusz Janz, Dominik Kurowski, Joanna Baran, Julia A Moska, Tomasz Bernaś, Marcin Ł Oleksy

    ICCCI 2024 · 2024

  19. BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language

    Konrad D. Wojtasik, Vadim Shishkin, Kacper R Wołowiec, Arkadiusz Janz, Maciej Piasecki

    LREC-COLING 2024 · 2024

  20. Comprehensive sentiment analysis of Polish book reviews using large and small language models

    Piotr D Miłkowski, Bartłomiej Koptyra, Jan Kocoń, Agnieszka Karlińska, Paulina Czwordon-Lis

    24th IEEE International Conference on Data Mining Workshops, ICDMW 2024, 9 December 2024, Abu Dhabi, United Arab Emirates · 2024