Branislav Pecher

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 19

Top Topics

User Based Collaborative Filtering

Adaptive Behavior

Top Venues

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)
Branislav Pecher, Ivan Srba, Mária Bieliková, Joaquin Vanschoren
Automatic Combination of Sample Selection Strategies for Few-Shot Learning. CoRR (2024)
Branislav Pecher, Ivan Srba, Mária Bieliková
On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic Choices. CoRR (2024)
Branislav Pecher, Ivan Srba, Mária Bieliková
Fine-Tuning, Prompting, In-Context Learning and Instruction-Tuning: How Many Labelled Samples Do We Need? CoRR (2024)
Branislav Pecher, Ivan Srba, Mária Bieliková
On the Effects of Randomness on Stability of Learning with Limited Labelled Data: A Systematic Literature Review. CoRR (2023)
Timo Hromadka, Timotej Smolen, Tomas Remis, Branislav Pecher, Ivan Srba
KInITVeraAI at SemEval-2023 Task 3: Simple yet Powerful Multilingual Fine-Tuning for Persuasion Techniques Detection. SemEval@ACL (2023)
Timo Hromadka, Timotej Smolen, Tomas Remis, Branislav Pecher, Ivan Srba
KInITVeraAI at SemEval-2023 Task 3: Simple yet Powerful Multilingual Fine-Tuning for Persuasion Techniques Detection. CoRR (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)
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)
Branislav Pecher
Transferability and Stability of Learning with Limited Labelled Data in Multilingual Text Document Classification. 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)
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)
Branislav Pecher, Ivan Srba, Róbert Móro, Matús Tomlein, Mária Bieliková
FireAnt: Claim-Based Medical Misinformation Detection and Monitoring. ECML/PKDD (5) (2020)