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Department of Artificial Intelligence
← HumaNLP

Publications

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

Publications: 426

  1. 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

  2. Self-training large language models through knowledge detection

    Teddy Ferdinan, Przemysław Kazienko, Wei Jie Yeo, Ranjan Satapathy, Erik Cambria

    EMNLP 2024 · 2024

  3. 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

  4. PolEval 2024 Task 2: Emotion and sentiment recognition

    Jan Kocoń, Bartłomiej Koptyra

    Proceedings of the PolEval 2024 Workshop · 2024

  5. 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

  6. Toward responsible recommender systems

    Przemysław Kazienko, Erik Cambria

    IEEE Intelligent Systems · 2024

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

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

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

    2023

  14. From big to small without losing it all: text augmentation with chatgpt for efficient sentiment analysis

    Stanisław J. Woźniak, Jan Kocoń

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

  15. 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

  16. 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

  17. 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

  18. Personalized Models Resistant to Malicious Attacks for Human-centered Trusted AI

    Teddy Ferdinan, Jan Kocoń

    SafeAI 2023 · 2023

  19. 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

  20. Multi-modal personalized hate speech analysis using differenial dataset cartography

    Jan Kocoń, Joanna Baran, Kamil Kanclerz

    Proceedings of De-Factify 2: 2nd Workshop on Multimodal Fact Checking and Hate Speech Detection, co-located with AAAI 2023, Washington DC, USA, February 14 · 2023