no code implementations • 3 Jul 2022 • Kristian Miok, Encarnacion Hidalgo-Tenorio, Petya Osenova, Miguel-Angel Benitez-Castro, Marko Robnik-Sikonja
Parliamentary and legislative debate transcripts provide informative insight into elected politicians' opinions, positions, and policy preferences.
no code implementations • COLING (LAW) 2020 • Kristian Miok, Gregor Pirs, Marko Robnik-Sikonja
To alleviate the problem, we propose two semi-supervised methods to guide the annotation process: a Bayesian deep learning model and a Bayesian ensemble method.
no code implementations • 10 Jul 2020 • Kristian Miok, Blaz Skrlj, Daniela Zaharie, Marko Robnik-Sikonja
Our approach not only improves the classification performance of the state-of-the-art multilingual BERT model but the computed reliability scores also significantly reduce the workload in an inspection of ofending cases and reannotation campaigns.
no code implementations • 13 May 2020 • Kristian Miok, Dong Nguyen-Doan, Marko Robnik-Šikonja, Daniela Zaharie
Due to complex experimental settings, missing values are common in biomedical data.
no code implementations • 16 Sep 2019 • Kristian Miok, Dong Nguyen-Doan, Blaž Škrlj, Daniela Zaharie, Marko Robnik-Šikonja
As a result of social network popularity, in recent years, hate speech phenomenon has significantly increased.
1 code implementation • 12 Sep 2019 • Kristian Miok, Dong Nguyen-Doan, Daniela Zaharie, Marko Robnik-Šikonja
In many such cases, generators of synthetic data with the same statistical and predictive properties as the actual data allow efficient simulations and development of tools and applications.