| 2026 | ACL | Automatic Combination of Sample Selection Strategies for Few-Shot Learning. | Branislav Pecher, Ivan Srba, Mria Bielikov, Joaquin Vanschoren |
| 2026 | EACL | PEFT-Bench: A Parameter-Efficient Fine-Tuning Methods Benchmark. | Rbert Belanec, Branislav Pecher, Ivan Srba, Mria Bielikov |
| 2026 | EACL | PEFT-Factory: Unified Parameter-Efficient Fine-Tuning of Autoregressive Large Language Models. | Rbert Belanec, Ivan Srba, Mria Bielikov |
| 2026 | EACL | Better as Generators Than Classifiers: Leveraging LLMs and Synthetic Data for Low-Resource Multilingual Classification. | Branislav Pecher, Jn Cegin, Rbert Belanec, Ivan Srba, Jakub Simko, Mria Bielikov |
| 2026 | IUI | Riding the Carousel: The First Extensive Eye Tracking Analysis of Browsing Behavior in Carousel Recommenders. | Santiago de Leon-Martinez, Rbert Mro, Branislav Kveton, Mria Bielikov |
| 2025 | EMNLP | Use Random Selection for Now: Investigation of Few-Shot Selection Strategies in LLM-based Text Augmentation. | Jn Cegin, Branislav Pecher, Jakub Simko, Ivan Srba, Mria Bielikov, Peter Brusilovsky |
| 2025 | EMNLP | Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to Achieve Break-Even Performance. | Branislav Pecher, Ivan Srba, Mria Bielikov |
| 2025 | SIGIR | RecGaze: The First Eye Tracking and User Interaction Dataset for Carousel Interfaces. | Santiago de Leon-Martinez, Jingwei Kang, Rbert Mro, Maarten de Rijke, Branislav Kveton, Harrie Oosterhuis, Mria Bielikov |
| 2024 | ACL | Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation. | Jn Cegin, Branislav Pecher, Jakub Simko, Ivan Srba, Mria Bielikov, Peter Brusilovsky |
| 2024 | ACL | Disinformation Capabilities of Large Language Models. | Ivan Vykopal, Mats Pikuliak, Ivan Srba, Rbert Mro, Dominik Macko, Mria Bielikov |
| 2024 | EMNLP | Authorship Obfuscation in Multilingual Machine-Generated Text Detection. | Dominik Macko, Rbert Mro, Adaku Uchendu, Ivan Srba, Jason Samuel Lucas, Michiharu Yamashita, Nafis Irtiza Tripto, Dongwon Lee, Jakub Simko, Mria Bielikov |
| 2024 | EMNLP | Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation. | Branislav Pecher, Jn Cegin, Rbert Belanec, Jakub Simko, Ivan Srba, Mria Bielikov |
| 2024 | EMNLP | On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic Choices. | Branislav Pecher, Ivan Srba, Mria Bielikov |
| 2023 | EMNLP | MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark. | Dominik Macko, Rbert Mro, Adaku Uchendu, Jason Samuel Lucas, Michiharu Yamashita, Mats Pikuliak, Ivan Srba, Thai Le, Dongwon Lee, Jakub Simko, Mria Bielikov |
| 2023 | EMNLP | Multilingual Previously Fact-Checked Claim Retrieval. | Mats Pikuliak, Ivan Srba, Rbert Mro, Timo Hromadka, Timotej Smolen, Martin Melisek, Ivan Vykopal, Jakub Simko, Juraj Podrouzek, Mria Bielikov |
| 2023 | ETRA | Eye Tracking as a Source of Implicit Feedback in Recommender Systems: A Preliminary Analysis. | Santiago de Leon-Martinez, Rbert Mro, Mria Bielikov |
| 2022 | IJCAI | Black-box Audit of YouTube's Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract). | Mats Tomlein, Branislav Pecher, Jakub Simko, Ivan Srba, Rbert Mro, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Mria Bielikov |
| 2022 | SIGIR | Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims. | Ivan Srba, Branislav Pecher, Mats Tomlein, Rbert Mro, Elena Stefancova, Jakub Simko, Mria Bielikov |
| 2021 | RecSys | An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes. | Mats Tomlein, Branislav Pecher, Jakub Simko, Ivan Srba, Rbert Mro, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Mria Bielikov |
| 2020 | ADBIS | Databases and Information Systems in the AI Era: Contributions from ADBIS, TPDL and EDA 2020 Workshops and Doctoral Consortium. | Ladjel Bellatreche, Fadila Bentayeb, Mria Bielikov, Omar Boussaid, Barbara Catania, Paolo Ceravolo, Elena Demidova, Mrian Halfeld Ferrari, Mara Teresa Gmez-Lpez, Carmem S. Hara, Slavica Kordic, Ivan Lukovic, Andrea Mannocci, Paolo Manghi, Francesco Osborne, Christos Papatheodorou, Sonja Ristic, Dimitris Sacharidis, Oscar Romero, Angelo A. Salatino, Guilaine Talens, Maurice van Keulen, Thanasis Vergoulis, Maja Zumer |
| 2020 | ICWE | Scalable Real-Time Confusion Detection for Personalized Onboarding Guides. | Michal Hucko, Rbert Mro, Mria Bielikov |
| 2020 | QRS | Synthesized dataset for search-based test data generation methods focused on MC/DC criterion. | Jn Cegin, Karol Rstocn, Mria Bielikov |
| 2019 | ADBIS | Web-Navigation Skill Assessment Through Eye-Tracking Data. | Patrik Hlavac, Jakub Simko, Mria Bielikov |
| 2019 | DSAA | Improving the Personalized Recommendation in the Cold-start Scenarios. | Peter Gaspar, Michal Kompan, Matej Koncal, Mria Bielikov |
| 2019 | SOFSEM | Towards Combining Multitask and Multilingual Learning. | Mats Pikuliak, Marin Simko, Mria Bielikov |
| 2018 | ADBIS | Towards Detection of Usability Issues by Measuring Emotions. | Elena Stefancova, Rbert Mro, Mria Bielikov |
| 2018 | RecSys | Analysis of User Behavior in Interfaces with Recommended Items: An Eye-tracking Study. | Pter Gspr, Michal Kompan, Jakub Simko, Mria Bielikov |
| 2017 | IUI | Measuring Visual Search Ability on the Web. | Mria Costales Dragunova, Rbert Mro, Mria Bielikov |
| 2017 | QRS | Activity-Based Model Synchronization and Defects Detection for Small Teams. | Jakub Ondik, Martin Olejr, Karol Rstocn, Mria Bielikov |
| 2017 | RecSys | The 1st International Workshop on Temporal Reasoning in Recommender Systems. | Mria Bielikov, Veronika Bogina, Tsvi Kuflik, Roy Sasson |
| 2017 | RecSys | Beyond User Preferences: The Short-Term Behaviour Modelling. | Michal Kompan, Ondrej Kassk, Mria Bielikov |
| 2017 | RecSys | Educational Question Routing in Online Student Communities. | Jakub Macina, Ivan Srba, Joseph Jay Williams, Mria Bielikov |
| 2016 | ADBIS | Short-term User Behaviour Changes Modelling. | Ondrej Kassk, Michal Kompan, Mria Bielikov |
| 2016 | ICWE | Design of CQA Systems for Flexible and Scalable Deployment and Evaluation. | Ivan Srba, Mria Bielikov |
| 2016 | SOFSEM | Identification of Navigation Lead Candidates Using Citation and Co-Citation Analysis. | Rbert Mro, Mate Vangel, Mria Bielikov |
| 2015 | CSCW | Askalot: Community Question Answering as a Means for Knowledge Sharing in an Educational Organization. | Ivan Srba, Mria Bielikov |
| 2015 | ICSE | Poster: Discovering Code Dependencies by Harnessing Developer's Activity. | Martin Konopka, Pavol Nvrat, Mria Bielikov |
| 2015 | WWW | Navigation Leads Selection Considering Navigational Value of Keywords. | Rbert Mro, Mria Bielikov |
| 2015 | TrustCom | Symbolic Time Series Representation for Stream Data Processing. | Jakub Sevcech, Mria Bielikov |
| 2015 | SOFSEM | Detecting Identical Entities in the Semantic Web Data. | Michal Holub, Ondrej Proksa, Mria Bielikov |
| 2015 | SOFSEM | Software Developer Activity as a Source for Identifying Hidden Source Code Dependencies. | Martin Konopka, Mria Bielikov |
| 2015 | SOFSEM | Conducting a Web Browsing Behaviour Study - An Educational Scenario. | Martin Labaj, Mria Bielikov |
| 2014 | ECIR | Context of Seasonality in Web Search. | Toms Kramr, Mria Bielikov |
| 2014 | ESEM | Estimation of student's programming expertise. | Eduard Kuric, Mria Bielikov |
| 2014 | ESEM | Enriching source code by empirical metadata. | Karol Rstocn, Mria Bielikov |
| 2014 | ICWE | Webification of Software Development: User Feedback for Developer's Modeling. | Eduard Kuric, Mria Bielikov |
| 2014 | WISE | Facet Tree for Personalized Web Documents Organization. | Rbert Mro, Mria Bielikov, Roman Burger |
| 2014 | SOFSEM | Platform Independent Software Development Monitoring: Design of an Architecture. | Mria Bielikov, Ivan Polsek, Michal Barla, Eduard Kuric, Karol Rstocn, Jozef Tvarozek, Peter Lacko |
| 2013 | DEXA | Metadata Anchoring for Source Code: Robust Location Descriptor Definition, Building and Interpreting. | Karol Rstocn, Mria Bielikov |
| 2013 | FedCSIS | Query Construction for Related Document Search Based on User Annotations. | Jakub Sevcech, Mria Bielikov |
| 2013 | ICCCI | Classsourcing: Crowd-Based Validation of Question-Answer Learning Objects. | Jakub Simko, Marin Simko, Mria Bielikov, Jakub Sevcech, Roman Burger |
| 2013 | SOFSEM | Search in Source Code Based on Identifying Popular Fragments. | Eduard Kuric, Mria Bielikov |
| 2013 | SOFSEM | Utilizing Microblogs for Web Page Relevant Term Acquisition. | Toms Uherck, Marin Simko, Mria Bielikov |
| 2012 | ER | Lightweight Semantics over Web Information Systems Content Employing Knowledge Tags. | Mria Bielikov, Karol Rstocn |
| 2012 | ICWE | Maintenance of Human and Machine Metadata over the Web Content. | Karol Rstocn, Mria Bielikov |
| 2012 | RecSys | Dynamically selecting an appropriate context type for personalisation. | Toms Kramr, Mria Bielikov |
| 2012 | RecSys | Reducing the sparsity of contextual information for recommender systems. | Dusan Zelenk, Mria Bielikov |
| 2011 | ISMIS | An Approach to Intelligent Interactive Social Network Geo Mapping. | Anton Bencic, Mrius Sajgalk, Michal Barla, Mria Bielikov |
| 2011 | WEBIST | News Recommending based on Text Similarity and user Behaviour. | Dusan Zelenk, Mria Bielikov |
| 2010 | AIMSA | Term Ranking and Categorization for Ad-Hoc Navigation. | Ondrej Sevce, Jozef Tvarozek, Mria Bielikov |
| 2010 | ICWE | Factic: Personalized Exploratory Search in the Semantic Web. | Michal Tvarozek, Mria Bielikov |
| 2010 | ICWS | QoS Aware Semantic Web Service Composition Approach Considering Pre/Postconditions. | Peter Bartalos, Mria Bielikov |
| 2010 | ITS | Feasibility of a Socially Intelligent Tutor. | Jozef Tvarozek, Mria Bielikov |
| 2010 | RecSys | Behavior Based Adaptive Navigation Support. | Michal Holub, Mria Bielikov |
| 2010 | WWW | Estimation of user interest in visited web page. | Michal Holub, Mria Bielikov |
| 2010 | SOFSEM | Homophily of Neighborhood in Graph Relational Classifier. | Peter Vojtek, Mria Bielikov |
| 2010 | SYNASC | Composition and Undesired Web Service Execution Effects. | Peter Bartalos, Mria Bielikov |
| 2009 | AIED | The Friend: Socially-Intelligent Tutoring and Collaboration. | Jozef Tvarozek, Mria Bielikov |
| 2009 | EDM | Automatic Concept Relationships Discovery for an Adaptive E-course. | Marin Simko, Mria Bielikov |
| 2009 | ICCCI | On Deriving Tagsonomies: Keyword Relations Coming from Crowd. | Michal Barla, Mria Bielikov |
| 2009 | ISMIS | Intelligent Information Processing in Semantically Enriched Web. | Pavol Nvrat, Mria Bielikov, Daniela Chud, Viera Rozinajov |
| 2009 | SERVICES | Fast and Scalable Semantic Web Service Composition Approach Considering Complex Pre/Postconditions. | Peter Bartalos, Mria Bielikov |
| 2008 | ICANN | Investigating Similarity of Ontology Instances and Its Causes. | Anton Andrejko, Mria Bielikov |
| 2008 | WWW | Personalized view-based search and visualization as a means for deep/semantic web data access. | Michal Tvarozek, Mria Bielikov |
| 2008 | SOFSEM | (S)CRUD pattern support for semantic web applications. | Peter Bartalos, Mria Bielikov |
| 2008 | SOFSEM | Creation, Population and Preprocessing of Experimental Data Sets for Evaluation of Applications for the Semantic Web. | Gyrgy Frivolt, Jn Suchal, Richard Vesely, Peter Vojtek, Oto Vozr, Mria Bielikov |
| 2008 | SOFSEM | Improving Semantic Search Via Integrated Personalized Faceted and Visual Graph Navigation. | Michal Tvarozek, Michal Barla, Gyrgy Frivolt, Marek Tomsa, Mria Bielikov |
| 2007 | ICWE | Adaptive portal framework for Semantic Web applications. | Michal Barla, Peter Bartalos, Mria Bielikov, Roman Filkorn, Michal Tvarozek |
| 2007 | ICWE | Personalized Faceted Navigation in the Semantic Web. | Michal Tvarozek, Mria Bielikov |
| 2007 | WWW | Adaptive faceted browser for navigation in open information spaces. | Michal Tvarozek, Mria Bielikov |
| 2007 | SOFSEM | Building an Ontological Base for Experimental Evaluation of Semantic Web Applications. | Peter Bartalos, Michal Barla, Gyrgy Frivolt, Michal Tvarozek, Anton Andrejko, Mria Bielikov, Pavol Nvrat |
| 2007 | SOFSEM | Personalized Presentation in Web-Based Information Systems. | Michal Tvarozek, Michal Barla, Mria Bielikov |
| 2006 | ICWE | An approach to detection ontology changes. | Michal Tury, Mria Bielikov |
| 2005 | ISDA | Sharing User Models for Adaptive Hypermedia Applications. | Mria Bielikov, Jaroslav Kuruc |
| 2005 | SOFSEM | Topology Generation for Web Communities Modeling. | Gyrgy Frivolt, Mria Bielikov |
| 2004 | SOFSEM | A Model of Versioned Web Sites. | Mria Bielikov, Ivan Noris |
| 2002 | ADBIS | Towards Variability Modelling for Reuse in Hypermedia Engineering. | Peter Dolog, Mria Bielikov |
| 2001 | ICALT | Adaptive Presentation of Evolving Information Using XML. | Mria Bielikov |
| 2000 | ADBIS | Using XML and Regular Expressions in the Syntactic Analysis of Inflectional Language. | Marek Trabalka, Mria Bielikov |
| 1997 | ADBIS | A Multi-Level Logic Programming Model of a Query Optimizer. | Mria Bielikov, Batrice Finance, Pavol Nvrat |
| 1997 | ADBIS | Identification of Versions in Databases of Software Components. | Pavol Nvrat, Mria Bielikov |