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.
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.
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 • 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 • 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 • 3 Jul 2022 • Kristian Miok, Encarnacion Hidalgo-Tenorio, Petya Osenova, Miguel-Angel Benitez-Castro, Marko Robnik-Sikonja
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