Improving LLM-Based Recommender Systems with User-Controllable Profiles
SJ Woźniak, JJ Duszenko, J Kocoń, P Kazienko
WWW 2025 · Cited by 4
2025
Stanisław Woźniak
PhD Student
Research interests
- natural language processing
- personalization
- large language models
- agentic ai
Education
- 2021
BSc in Computer Science
Wrocław University of Science and Technology
- 2022
MSc in Artificial Intelligence
Wrocław University of Science and Technology
Publications11
Personalized large language models
SJ Woźniak, B Koptyra, A Janz, P Kazienko, J Kocoń
24th IEEE International Conference on Data Mining Workshops, ICDMW 2024, 9 December 2024, Abu Dhabi, United Arab Emirates 511–520 · Cited by 19
2024
Eagle and Finch: RWKV with matrix-valued states and dynamic recurrence
B Peng, D Goldstein, Q Anthony, A Albalak, E Alcaide, S Biderman, …, T Ferdinan, …, P Kazienko, …, J Kocoń, B Koptyra, …, S Woźniak, …
Conference paper · Cited by 10
2024
RWKV: Reinventing RNNs for the Transformer Era
P Kazienko, J Kocoń, B Koptyra, SJ Woźniak, C Peng, E Alcaide, …
The 2023 Conference on Empirical Methods in Natural Language Processing Findings of the Association for Computational Linguistics: EMNLP 2023 December 6-10 14048–14077
2023
From big to small without losing it all: text augmentation with chatgpt for efficient sentiment analysis
SJ Woźniak, J Kocoń
23nd IEEE International Conference on Data Mining Workshops (ICDMW), 1–4 December 2023 Shanghai, China 799–808
2023
Towards model-based data acquisition for subjective multi-task NLP problems
K Kanclerz, J Bielaniewicz, M Gruza, J Kocoń, SJ Woźniak, P Kazienko
23nd IEEE International Conference on Data Mining Workshops (ICDMW), 1–4 December 2023 Shanghai, China 726–735
2023
Capturing Human Perspectives in NLP: Questionnaires, Annotations, and Biases
WM Mieleszczenko-Kowszewicz, K Kanclerz, J Bielaniewicz, MŁ Oleksy, M Gruza, SJ Woźniak, E Dzięcioł, P Kazienko, J 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 1–21
2023
ChatGPT: Jack of all trades, master of none
J Kocoń, I Cichecki, O Kaszyca, M Kochanek, D Szydło, J Baran, J Bielaniewicz, …, A Janz, K Kanclerz, …, B Koptyra, …, M Piasecki, Ł Radliński, …, P Kazienko
Information Fusion 99(101861), 1–37 · Cited by 674
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
JA Wieczorek, J Kocoń, SJ Woźniak, W Walentynowicz, A Karlińska, C Rosiński, …
LaTeCH-CLfL 2022 115–125
2022
Multi-model analysis of language-agnostic sentiment classification on MultiEmo data
PD Miłkowski, M Gruza, P Kazienko, JI Szołomicka, SJ Woźniak, J Kocoń
ICCCI 2022 163–175 · Cited by 4
2022
MultiEmo: language-agnostic sentiment analysis
PD Miłkowski, M Gruza, P Kazienko, JI Szołomicka, SJ Woźniak, J Kocoń
ICCS 2022 72–79 · Cited by 5
2022