Jakub Simko

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 35

Top Topics

Skill Assessment

Metadata Extraction

Top Venues

UMAP (Adjunct Publication)

Publications

Ján Cegin, Branislav Pecher, Jakub Simko, Ivan Srba, Mária Bieliková, Peter Brusilovsky
Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation. ACL (1) (2024)
Branislav Pecher, Ján Cegin, Róbert Belanec, Jakub Simko, Ivan Srba, Mária Bieliková
Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation. CoRR (2024)
Ján Cegin, Branislav Pecher, Jakub Simko, Ivan Srba, Mária Bieliková, Peter Brusilovsky
Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation. CoRR (2024)
Dominik Macko, Róbert Móro, Adaku Uchendu, Ivan Srba, Jason Samuel Lucas, Michiharu Yamashita, Nafis Irtiza Tripto, Dongwon Lee, Jakub Simko, Mária Bieliková
Authorship Obfuscation in Multilingual Machine-Generated Text Detection. CoRR (2024)
Ján Cegin, Jakub Simko, Peter Brusilovsky
ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness. EMNLP (2023)
Dominik Macko, Róbert Móro, Adaku Uchendu, Jason Samuel Lucas, Michiharu Yamashita, Matús Pikuliak, Ivan Srba, Thai Le, Dongwon Lee, Jakub Simko, Mária Bieliková
MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark. CoRR (2023)
Matús Pikuliak, Ivan Srba, Róbert Móro, Timo Hromadka, Timotej Smolen, Martin Melisek, Ivan Vykopal, Jakub Simko, Juraj Podrouzek, Mária Bieliková
Multilingual Previously Fact-Checked Claim Retrieval. CoRR (2023)
Ján Cegin, Jakub Simko, Peter Brusilovsky
ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness. CoRR (2023)
Martin Hyben, Sebastian Kula, Ivan Srba, Róbert Móro, Jakub Simko
Is it indeed bigger better? The comprehensive study of claim detection LMs applied for disinformation tackling. CoRR (2023)
Dominik Macko, Róbert Móro, Adaku Uchendu, Jason Samuel Lucas, Michiharu Yamashita, Matús Pikuliak, Ivan Srba, Thai Le, Dongwon Lee, Jakub Simko, Mária Bieliková
MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark. EMNLP (2023)
Ivan Srba, Róbert Móro, Matús Tomlein, Branislav Pecher, Jakub Simko, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Adrian Gavornik, Mária Bieliková
Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles. Trans. Recomm. Syst. 1 (1) (2023)
Matús Pikuliak, Ivan Srba, Róbert Móro, Timo Hromadka, Timotej Smolen, Martin Melisek, Ivan Vykopal, Jakub Simko, Juraj Podrouzek, Mária Bieliková
Multilingual Previously Fact-Checked Claim Retrieval. EMNLP (2023)
Andrea Hrckova, Róbert Móro, Ivan Srba, Jakub Simko, Mária Bieliková
Automated, not Automatic: Needs and Practices in European Fact-checking Organizations as a basis for Designing Human-centered AI Systems. CoRR (2022)
Ivan Srba, Branislav Pecher, Matús Tomlein, Róbert Móro, Elena Stefancova, Jakub Simko, Mária Bieliková
Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims. CoRR (2022)
Ivan Srba, Róbert Móro, Matús Tomlein, Branislav Pecher, Jakub Simko, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Adrian Gavornik, Mária Bieliková
Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles. CoRR (2022)
Matús Tomlein, Branislav Pecher, Jakub Simko, Ivan Srba, Róbert Móro, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Mária Bieliková
Black-box Audit of YouTube's Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract). IJCAI (2022)
Ján Cegin, Jakub Simko, Peter Brusilovsky
A Game for Crowdsourcing Adversarial Examples for False Information Detection. AiOfAi@IJCAI (2022)
Ivan Srba, Branislav Pecher, Matús Tomlein, Róbert Móro, Elena Stefancova, Jakub Simko, Mária Bieliková
Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims. SIGIR (2022)
Matús Tomlein, Branislav Pecher, Jakub Simko, Ivan Srba, Róbert Móro, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Mária Bieliková
An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes. CoRR (2022)
Jakub Simko, Matús Tomlein, Branislav Pecher, Róbert Móro, Ivan Srba, Elena Stefancova, Andrea Hrckova, Michal Kompan, Juraj Podrouzek, Mária Bieliková
Towards Continuous Automatic Audits of Social Media Adaptive Behavior and its Role in Misinformation Spreading. UMAP (Adjunct Publication) (2021)
Jakub Simko, Patrik Racsko, Matús Tomlein, Martina Hanakova, Róbert Móro, Mária Bieliková
A study of fake news reading and annotating in social media context. New Rev. Hypermedia Multim. 27 (1-2) (2021)
Jakub Simko, Patrik Racsko, Matús Tomlein, Martina Hanakova, Mária Bieliková
A Study of Fake News Reading and Annotating in Social Media Context. CoRR (2021)
Matús Tomlein, Branislav Pecher, Jakub Simko, Ivan Srba, Róbert Móro, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Mária Bieliková
An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes. RecSys (2021)
Jakub Simko, Martina Hanakova, Patrik Racsko, Matús Tomlein, Róbert Móro, Mária Bieliková
Fake News Reading on Social Media: An Eye-tracking Study. HT (2019)
Patrik Hlavac, Jakub Simko, Mária Bieliková
Web-Navigation Skill Assessment Through Eye-Tracking Data. ADBIS (2019)
Dereck Toker, Róbert Móro, Jakub Simko, Mária Bieliková, Cristina Conati
Impact of English Reading Comprehension Abilities on Processing Magazine Style Narrative Visualizations and Implications for Personalization. UMAP (2019)
Jakub Simko, Jakub Vrba
Screen recording segmentation to scenes for eye-tracking analysis. Multim. Tools Appl. 78 (2) (2019)
Michal Hucko, Ladislav Gazo, Peter Simún, Matej Valky, Róbert Móro, Jakub Simko, Mária Bieliková
YesElf: Personalized Onboarding for Web Applications. UMAP (Adjunct Publication) (2019)
Jakub Kubanyi, Patrik Hlavac, Jakub Simko, Mária Bieliková
Towards Automated Web Navigation and Search Skill Assessment: An Eye-tracking Study on the Skill Differences. SMAP (2018)
Péter Gáspár, Michal Kompan, Jakub Simko, Mária Bieliková
Analysis of User Behavior in Interfaces with Recommended Items: An Eye-tracking Study. IntRS@RecSys (2018)
Zuzana Kucharikova, Jakub Simko
Visual pollution localization through crowdsourcing and visual similarity clustering. SMAP (2017)
Vasileios Triglianos, Martin Labaj, Róbert Móro, Jakub Simko, Michal Hucko, Jozef Tvarozek, Cesare Pautasso, Mária Bieliková
Experiences Using an Interactive Presentation Platform in a Functional and Logic Programming Course. UMAP (Adjunct Publication) (2017)
Tomas Matlovic, Peter Gaspar, Róbert Móro, Jakub Simko, Mária Bieliková
Emotions detection using facial expressions recognition and EEG. SMAP (2016)
Tomas Juhaniak, Patrik Hlavac, Róbert Móro, Jakub Simko, Mária Bieliková
Pupillary Response: Removing Screen Luminosity Effects for Clearer Implicit Feedback. UMAP (Extended Proceedings) (2016)
Peter Gaspar, Jakub Simko
Linking Multimedia to Microblogs for Metadata Extraction. ENIC (2016)
Ales Masiar, Jakub Simko
Short video metadata acquisition game. SMAP (2015)
Jakub Simko, Mária Bieliková
Gaze-tracked crowdsourcing. SMAP (2015)
Jakub Simko, Michal Tvarozek, Mária Bieliková
Human computation: Image metadata acquisition based on a single-player annotation game. Int. J. Hum. Comput. Stud. 71 (10) (2013)
Jakub Simko, Marián Simko, Mária Bieliková, Jakub Sevcech, Roman Burger
Classsourcing: Crowd-Based Validation of Question-Answer Learning Objects. ICCCI (2013)
Jakub Simko, Mária Bieliková
Personal image tagging: a game-based approach. I-SEMANTICS (2012)
Peter Dulacka, Jakub Simko, Mária Bieliková
Validation of music metadata via game with a purpose. I-SEMANTICS (2012)
Jakub Simko, Michal Tvarozek, Mária Bieliková
Little search game: term network acquisition via a human computation game. HT (2011)
Jakub Simko, Michal Tvarozek, Mária Bieliková
Semantics Discovery via Human Computation Games. Int. J. Semantic Web Inf. Syst. 7 (3) (2011)
Jakub Simko, Mária Bieliková
Games with a Purpose: User Generated Valid Metadata for Personal Archives. SMAP (2011)
Jakub Simko, Michal Tvarozek, Mária Bieliková
Semantic History Map: Graphs Aiding Web Revisitation Support. DEXA Workshops (2010)