| 2026 | ACIIDS | A Combined Back-Translation and Self-distillation Approach for Robust and Calibrated Polish Medical Text Classification. | Bartlomiej Brzk, Grzegorz Dziczkowski |
| 2025 | KES | Efficient Medical Question Answering Through QLoRA Fine-Tuning and Knowledge Distillation. | Bartlomiej Brzek, Grzegorz Dziczkowski |
| 2024 | ACIIDS | Identification of Users in a Gambling Problem with the Use of Machine Learning. | Tomasz Jach, Barbara Probierz, Jan Kozak, Piotr Stefanski, Grzegorz Dziczkowski, Anita Hrabia, Przemyslaw Juszczuk, Szymon Glowania, Gabriel Wolek, Wojciech Sznapka, Lukasz Swierk, Natalia Joniec |
| 2024 | ICCCI | Detection of Candidate Skills from Job Offers and Comparison with ESCO Database. | Grzegorz Dziczkowski, Barbara Probierz, Grzegorz Madyda |
| 2023 | ICCCI | Initial Approach to Pharmaceutical Opinion Search in Polish Language. | Grzegorz Dziczkowski, Grzegorz Madyda |
| 2018 | ICCCI | A Neural Learning-Based Clustering Model for Collaborative Filtering. | Grzegorz P. Mika, Grzegorz Dziczkowski |
| 2011 | ICAART | Triggering Rules for Conversational Agents in Trading Situations. | Grzegorz Dziczkowski, Arnaud Doniec, Stphane Lecoeuche |
| 2008 | ICSoft | Tool of the Intelligence Economic: Recognition Function of Reviews Critics - Extraction and Linguistic Analysis of Sentiments. | Grzegorz Dziczkowski, Katarzyna Wegrzyn-Wolska |