Improving LLM-Based Recommender Systems with User-Controllable Profiles
Stanisław J. Woźniak, Jacek J Duszenko, Jan Kocoń, Przemysław Kazienko
WWW 2025
2025
Profile
Stanisław Woźniak
PhD Student
stanislaw.wozniak@pwr.edu.pl
Natural Language ProcessingMachine LearningContinual LearningMultitask Learning
Education
2021
BSc in Computer Science
Wroclaw University of Science and Technology
2022
MSc in Artificial Intelligence
Wroclaw University of Science and Technology
Publications(11)
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
arXiv
2024
Personalized large language models
Stanisław J. Woźniak, Bartłomiej Koptyra, Arkadiusz Janz, Przemysław Kazienko, Jan Kocoń
Piscataway, NJ : Institute of Electrical and Electronics Engineers, cop. 2024. s. 511-520.
2024
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
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
Stroudsburg : Association for Computational Linguistics, cop. 2023. s. 14048-14077.
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
CEUR Workshop Proceedings
2023
From big to small without losing it all: text augmentation with chatgpt for efficient sentiment analysis
Stanisław J. Woźniak, Jan Kocoń
IEEE International Conference on Data Mining Workshops, ICDMW
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
IEEE International Conference on Data Mining Workshops, ICDMW
2023
Towards a contextualised spatial-diachronic history of literature: mapping emotional representations of the city and the country in Polish fiction from 1864 to 1939
Jan A Wieczorek, Jan Kocoń, Stanisław J Woźniak, Wiktor Walentynowicz, Agnieszka Karlińska, Cezary Rosiński, Patryk Hubar, Marek Kubis, Arkadiusz Margraf
Proceedings - International Conference on Computational Linguistics, COLING
2022
MultiEmo: language-agnostic sentiment analysis
Piotr D. Miłkowski, Marcin Gruza, Przemysław Kazienko, Joanna I Szołomicka, Stanisław J Woźniak, Jan Kocoń
Lecture notes in computer science
2022
Multi-model analysis of language-agnostic sentiment classification on MultiEmo data
Piotr D. Miłkowski, Marcin Gruza, Przemysław Kazienko, Joanna I Szołomicka, Stanisław J Woźniak, Jan Kocoń
Cham : Springer, cop. 2022. s. 163-175.
2022