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Department of Artificial Intelligence
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Publications

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

Publications: 465

  1. The future of e-commerce : Innovations and developments

    Grzegorz Chodak

    Palgrave Macmillan · 2024

  2. 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

  3. Toward responsible recommender systems

    Przemysław Kazienko, Erik Cambria

    IEEE Intelligent Systems · 2024

  4. 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

  5. Eagle and Finch: RWKV with matrix-valued states and dynamic recurrence

    Bo Peng, Daniel Goldstein, Quentin Anthony, Alon Albalak, Eric Alcaide, Stella Biderman, Eugene Cheah, Du, Xingjian, Teddy Ferdinan, Haowen Hou, Przemysław Kazienko, Kranthi Kiran GV, Jan Kocoń, Bartłomiej Koptyra, Satyapriya Krishna, McClelland, Ronald, Lin, Jiaju, Niklas Muennighoff, Fares Obeid, Atsushi Saito, Guangyu Song, Haoqin Tu, Wirawan, Cahya, Stanisław Woźniak, Ruichong Zhang, Bingchen Zhao, Qihang Zhao, Peng Zhou, Jianguo Zhu, Ruijie Zhu

    2024

  6. Multi-criteria evaluation of assortment and suppliers in e-commerce : Operational efficiency and advantage

    Grzegorz Chodak

    Palgrave Macmillan · 2024

  7. Emotion recognition for everyday life using physiological signals from wearables: a systematic literature review

    Stanisław Saganowski, Bartosz Perz, Adam Polak, Przemysław Kazienko

    IEEE Transactions on Affective Computing · 2023

  8. Human-centered neural reasoning for subjective content processing: hate speech, emotions, and humor

    Przemysław Kazienko, Julita Bielaniewicz, Marcin Gruza, Kamil Kanclerz, Konrad Karanowski, Piotr D Miłkowski, Jan Kocoń

    Information Fusion · 2023

  9. Towards model-based data acquisition for subjective multi-task NLP problems

    Kamil Kanclerz, Julita Bielaniewicz, Marcin Gruza, Jan Kocoń, Stanisław J Woźniak, Przemysław Kazienko

    23nd IEEE International Conference on Data Mining Workshops (ICDMW), 1–4 December 2023 Shanghai, China · 2023

  10. Emognition system - wearables, physiology, and machine learning for real-life emotion capturing

    Dominika Kunc, Joanna Komoszyńska, Bartosz Perz, Stanisław Saganowski, Przemysław Kazienko

    2023

  11. Capturing Human Perspectives in NLP: Questionnaires, Annotations, and Biases

    Wiktoria M. Mieleszczenko-Kowszewicz, Kamil Kanclerz, Julita Bielaniewicz, Marcin Ł Oleksy, Marcin Gruza, Stanisław J Woźniak, Ewa Dzięcioł, Przemysław Kazienko, Jan Kocoń

    Proceedings of the 2nd Workshop on Perspectivist Approaches to NLP co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), Kraków, Poland, September 30th · 2023

  12. PALS: Personalized Active Learning for Subjective Tasks in NLP

    Kamil Kanclerz, Konrad Karanowski, Julita Bielaniewicz, Marcin Gruza, Piotr D Miłkowski, Jan Kocoń, Przemysław Kazienko

    The 2023 Conference on Empirical Methods in Natural Language Processing · 2023

  13. Modeling uncertainty in personalized emotion prediction with normalizing flows

    Piotr D. Miłkowski, Konrad Karanowski, Patryk E Wielopolski, Jan Kocoń, Przemysław Kazienko, Maciej M Zięba

    23nd IEEE International Conference on Data Mining Workshops (ICDMW), 1–4 December 2023 Shanghai, China · 2023

  14. From generalized laughter to personalized chuckles: unleashing the power of data fusion in subjective humor detection

    Julita Bielaniewicz, Przemysław Kazienko

    23nd IEEE International Conference on Data Mining Workshops (ICDMW), 1–4 December 2023 Shanghai, China · 2023

  15. RWKV: Reinventing RNNs for the Transformer Era

    Przemysław Kazienko, Jan Kocoń, Bartłomiej Koptyra, Stanisław J Woźniak, Chang Peng, Eric Alcaide, Quentin Anthony, Alon Albalak, Samuel Arcadinho, Stella Biderman, Huanqi Cao, Xin Cheng, Michael Chung, Xingjian Du, Matteo Grella, Kranthi Kiran GV, Xuzheng He, Haowen Hou, Jiaju Lin, Jiaming Kong, Hayden Lau, Krishna Sri Ipsit Mantri, Ferdinand Mom, Atsushi Saito, Guangyu Song, Xiangru Tang, Bolun Wang, Johan S Wind, Ruichong Zhang, Zhenyuan Zhang, Qihang Zhao, Peng Zhou, Qinghua Zhou, Jian Zhu, Rui-Jie Zhu

    The 2023 Conference on Empirical Methods in Natural Language Processing Findings of the Association for Computational Linguistics: EMNLP 2023 December 6-10 · 2023

  16. Differential dataset cartography: explainable artificial intelligence in comparative personalized sentiment analysis

    Jan Kocoń, Joanna Baran, Kamil Kanclerz, Michał Kajstura, Przemysław Kazienko

    ICCS 2023 · 2023

  17. Emotions studied by computer scientists and psychologists — A complementary perspective

    Maciej Behnke, Stanisław Saganowski, Przemysław Kazienko, Łukasz D Kaczmarek

    2023

  18. ChatGPT: Jack of all trades, master of none

    Jan Kocoń, Igor Cichecki, Oliwier Kaszyca, Mateusz Kochanek, Dominika Szydło, Joanna Baran, Julita Bielaniewicz, Marcin Gruza, Arkadiusz Janz, Kamil Kanclerz, Anna A Kocoń, Bartłomiej Koptyra, Wiktoria M Mieleszczenko-Kowszewicz, Piotr D Miłkowski, Marcin Ł Oleksy, Maciej Piasecki, Łukasz Radliński, Konrad D Wojtasik, Stanisław J Woźniak, Przemysław Kazienko

    Information Fusion · 2023

  19. Lessons learned from developing emotion recognition system for everyday life

    Stanisław Saganowski, Jan Miszczyk, Dominika Kunc, Dzmitry Lisouski, Przemysław Kazienko

    SenSys '22 · 2023

  20. Virtual reality and artificial intelligence in e-commerce

    Grzegorz Chodak, Edyta Ropuszyńska-Surma

    IACC 2022 · 2023