Studying the Role of Diversity in Open Collaboration Network: Experiments on Wikipedia. - Katarzyna Baraniak; Marcin Sydow; Jacek Szejda; Dominika Czerniawska (NetSci-X, 2016)

Diversity of editors and teams versus quality of cooperative work: experiments on wikipedia. - Marcin Sydow; Katarzyna Baraniak; Pawel Teisseyre (J. Intell. Inf. Syst., 2017)

News articles similarity for automatic media bias detection in Polish news portals. - Katarzyna Baraniak; Marcin Sydow (FedCSIS, 2018)

ISMIS 2017 Data Mining Competition: Trading Based on Recommendations - XGBoost Approach with Feature Engineering. - Katarzyna Baraniak (Intelligent Methods and Big Data in Industrial Applications, 2019)

Towards Entity Timeline Analysis in Polish Political News. - Katarzyna Baraniak; Marcin Sydow (Intelligent Methods and Big Data in Industrial Applications, 2019)

A dataset for Sentiment analysis of Entities in News headlines (SEN). - Katarzyna Baraniak; Marcin Sydow (KES, 2021)

Bias detection in Wikipedia articles. A study on Polish and English Datasets. - Weronika Stankiewicz; Katarzyna Baraniak; Marcin Sydow (WI/IAT, 2021)

Kb at SemEval-2023 Task 3: On Multitask Hierarchical BERT Base Neural Network for Multi-label Persuasion Techniques Detection. - Katarzyna Baraniak; Marcin Sydow (SemEval@ACL, 2023)