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Jakub Simko
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2020 – today
- 2024
- [c31]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: 13148-13171 - [c30]Brendan Spillane, Carolina Scarton, Róbert Móro, Petar Ivanov, Andrey Tagarev, Jakub Simko, Ibrahim Abu Farha, Gary Munnelly, Filip Uhlárik, Freddy Heppell:
Multilinguality in the VIGILANT project. EAMT (2) 2024: 41-42 - [c29]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. EMNLP (Findings) 2024: 6348-6368 - [c28]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. EMNLP (Findings) 2024: 11005-11044 - [i15]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 abs/2401.06643 (2024) - [i14]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 abs/2401.07867 (2024) - [i13]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 abs/2406.12471 (2024) - [i12]Andrea Hrckova, Jennifer Renoux, Rafael Tolosana-Calasanz, Daniela Chudá, Martin Tamajka, Jakub Simko:
AI Research is not Magic, it has to be Reproducible and Responsible: Challenges in the AI field from the Perspective of its PhD Students. CoRR abs/2408.06847 (2024) - [i11]Ján Cegin, Jakub Simko, Peter Brusilovsky:
LLMs vs Established Text Augmentation Techniques for Classification: When do the Benefits Outweight the Costs? CoRR abs/2408.16502 (2024) - [i10]Ján Cegin, Branislav Pecher, Jakub Simko, Ivan Srba, Mária Bieliková, Peter Brusilovsky:
Use Random Selection for Now: Investigation of Few-Shot Selection Strategies in LLM-based Text Augmentation for Classification. CoRR abs/2410.10756 (2024) - 2023
- [j5]Ivan Srba
, Róbert Móro
Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles. Trans. Recomm. Syst. 1(1): 1-33 (2023) - [c27]Ján Cegin, Jakub Simko, Peter Brusilovsky:
ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness. EMNLP 2023: 1889-1905 - [c26]Dominik Macko, Róbert Móro, Adaku Uchendu, Jason Samuel Lucas, Michiharu Yamashita, Matús Pikuliak, Ivan Srba, Thai Le, Dongwon Lee
MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark. EMNLP 2023: 9960-9987 - [c25]Matús Pikuliak, Ivan Srba, Róbert Móro, Timo Hromadka, Timotej Smolen, Martin Melisek, Ivan Vykopal
Multilingual Previously Fact-Checked Claim Retrieval. EMNLP 2023: 16477-16500 - [i9]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 abs/2305.07991 (2023) - [i8]Ján Cegin, Jakub Simko, Peter Brusilovsky:
ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness. CoRR abs/2305.12947 (2023) - [i7]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 abs/2310.13606 (2023) - [i6]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 abs/2311.06121 (2023) - 2022
- [c24]Ján Cegin, Jakub Simko, Peter Brusilovsky:
A Game for Crowdsourcing Adversarial Examples for False Information Detection. AiOfAi@IJCAI 2022: 13-25 - [c23]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: 5349-5353 - [c22]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: 2949-2959 - [i5]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 abs/2203.13769 (2022) - [i4]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 abs/2204.12294 (2022) - [i3]Ivan Srba, Róbert Móro, Matús Tomlein, Branislav Pecher, Jakub Simko, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek
Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles. CoRR abs/2210.10085 (2022) - [i2]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 abs/2211.12143 (2022) - 2021
- [j4]Jakub Simko
A study of fake news reading and annotating in social media context. New Rev. Hypermedia Multim. 27(1-2): 97-127 (2021) - [c21]Matús Tomlein, Branislav Pecher, Jakub Simko
An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes. RecSys 2021: 1-11 - [c20]Jakub Simko
Towards Continuous Automatic Audits of Social Media Adaptive Behavior and its Role in Misinformation Spreading. UMAP (Adjunct Publication) 2021: 411-414 - [i1]Jakub Simko, Patrik Racsko, Matús Tomlein, Martina Hanakova, Mária Bieliková:
A Study of Fake News Reading and Annotating in Social Media Context. CoRR abs/2109.12523 (2021)
2010 – 2019
- 2019
- [j3]Jakub Simko
Screen recording segmentation to scenes for eye-tracking analysis. Multim. Tools Appl. 78(2): 2401-2425 (2019) - [c19]Patrik Hlavac
Web-Navigation Skill Assessment Through Eye-Tracking Data. ADBIS 2019: 186-197 - [c18]Jakub Simko
Fake News Reading on Social Media: An Eye-tracking Study. HT 2019: 221-230 - [c17]Michal Hucko
YesElf: Personalized Onboarding for Web Applications. UMAP (Adjunct Publication) 2019: 39-44 - [c16]Dereck Toker, Róbert Móro
Impact of English Reading Comprehension Abilities on Processing Magazine Style Narrative Visualizations and Implications for Personalization. UMAP 2019: 309-317 - 2018
- [c15]Péter Gáspár, Michal Kompan, Jakub Simko, Mária Bieliková:
Analysis of User Behavior in Interfaces with Recommended Items: An Eye-tracking Study. IntRS@RecSys 2018: 32-36 - [c14]Jakub Kubanyi, Patrik Hlavac, Jakub Simko
Towards Automated Web Navigation and Search Skill Assessment: An Eye-tracking Study on the Skill Differences. SMAP 2018: 49-54 - 2017
- [c13]Zuzana Kucharikova, Jakub Simko
Visual pollution localization through crowdsourcing and visual similarity clustering. SMAP 2017: 26-31 - [c12]Vasileios Triglianos, Martin Labaj, Róbert Móro
Experiences Using an Interactive Presentation Platform in a Functional and Logic Programming Course. UMAP (Adjunct Publication) 2017: 311-316 - 2016
- [c11]Peter Gaspar, Jakub Simko
Linking Multimedia to Microblogs for Metadata Extraction. ENIC 2016: 90-97 - [c10]Tomas Matlovic, Peter Gaspar, Róbert Móro
Emotions detection using facial expressions recognition and EEG. SMAP 2016: 18-23 - [c9]Tomas Juhaniak, Patrik Hlavac, Róbert Móro, Jakub Simko, Mária Bieliková:
Pupillary Response: Removing Screen Luminosity Effects for Clearer Implicit Feedback. UMAP (Extended Proceedings) 2016 - 2015
- [c8]Ales Masiar, Jakub Simko
Short video metadata acquisition game. SMAP 2015: 1-5 - [c7]Jakub Simko
Gaze-tracked crowdsourcing. SMAP 2015: 1-5 - 2014
- [b1]Jakub Simko, Mária Bieliková
Semantic Acquisition Games - Harnessing Manpower for Creating Semantics. Springer 2014, ISBN 978-3-319-06114-6, pp. 1-141 - 2013
- [j2]Jakub Simko
Human computation: Image metadata acquisition based on a single-player annotation game. Int. J. Hum. Comput. Stud. 71(10): 933-945 (2013) - [c6]Jakub Simko
Classsourcing: Crowd-Based Validation of Question-Answer Learning Objects. ICCCI 2013: 62-71 - 2012
- [c5]Jakub Simko, Mária Bieliková:
Personal image tagging: a game-based approach. I-SEMANTICS 2012: 88-93 - [c4]Peter Dulacka, Jakub Simko
Validation of music metadata via game with a purpose. I-SEMANTICS 2012: 177-180 - 2011
- [j1]Jakub Simko
Semantics Discovery via Human Computation Games. Int. J. Semantic Web Inf. Syst. 7(3): 23-45 (2011) - [c3]Jakub Simko
Little search game: term network acquisition via a human computation game. HT 2011: 57-62 - [c2]Jakub Simko
Games with a Purpose: User Generated Valid Metadata for Personal Archives. SMAP 2011: 45-50 - 2010
- [c1]Jakub Simko
Semantic History Map: Graphs Aiding Web Revisitation Support. DEXA Workshops 2010: 206-210
Coauthor Index
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last updated on 2024-11-26 20:48 CET by the dblp team
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