Publications

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

Publications: 383

Toward responsible recommender systems
Przemysław Kazienko, Erik Cambria
IEEE Intelligent Systems · 2024
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
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
Effect of on-demand vs continuous prescription of proton pump inhibitors on symptom burden and quality of life: results of a real-world randomized controlled trial in primary care patients with gastroesophageal reflux disease
Piotr Bródka, Stanisław Saganowski, Anna Andreasson, Lars Agréus, Nikolaos Mastellos, Grzegorz Bliźniuk, Dorota Waśko-Czopnik, Agapi Angelaki, Eirini Theodosaki, Christos Lionis, Karin Hek, Robert Verheij, Ellen Wright, Stevo Durbaba, Jean Muris, Jean-Francois Ethier, Vasa Curcin, Brendan Delaney
Annals of Medicine · 2024
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
Unsupervised learning for physiological signals in real-life emotion recognition using wearables
Dominika Kunc
2022
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
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
Emognition system - wearables, physiology, and machine learning for real-life emotion capturing
Dominika Kunc, Joanna Komoszyńska, Bartosz Perz, Stanisław Saganowski, Przemysław Kazienko
2023
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
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
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
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
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
Differential dataset cartography: explainable artificial intelligence in comparative personalized sentiment analysis
Jan Kocoń, Joanna Baran, Kamil Kanclerz, Michał Kajstura, Przemysław Kazienko
ICCS 2023 · 2023
Emotions studied by computer scientists and psychologists — A complementary perspective
Maciej Behnke, Stanisław Saganowski, Przemysław Kazienko, Łukasz D Kaczmarek
2023
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
Lessons learned from developing emotion recognition system for everyday life
Stanisław Saganowski, Jan Miszczyk, Dominika Kunc, Dzmitry Lisouski, Przemysław Kazienko
SenSys '22 · 2023
What if Ground Truth is Subjective? Personalized Deep Neural Hate Speech Detection
Kamil Kanclerz, Marcin Gruza, Konrad Karanowski, Julita Bielaniewicz, Piotr D Miłkowski, Jan Kocoń, Przemysław Kazienko
LREC 2022 · 2022
Analysis of direct citation, co-citation and bibliographic coupling in scientific topic identification
Rajmund Klemiński, Przemysław Kazienko, Tomasz Kajdanowicz
Journal of Information Science · 2022