--- title: "Jakub Simko — author profile and papers — Elamur Research" description: "Jakub Simko, Kempelen Institute of Intelligent Technologies: 4 papers on Elamur Research (2025–2026), h-index 12 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/jakub-simko/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jakub-simko/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jakub Simko # Jakub Simko Jakub Simko has 4 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/), [Low-resource languages](https://md.research.elamur.ai/free/en/topics/low-resource-languages/); often with [Dominik Macko](https://md.research.elamur.ai/free/en/authors/dominik-macko/), [Jan Cegin](https://md.research.elamur.ai/free/en/authors/jan-cegin/), [Branislav Pecher](https://md.research.elamur.ai/free/en/authors/branislav-pecher/). 4 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5043199710) · [ORCID](https://orcid.org/0000-0003-0239-4237) · [**h-index 12**](https://openalex.org/authors/A5043199710) · [94 works](https://openalex.org/works?filter=author.id:A5043199710) · [501 citations](https://openalex.org/works?filter=author.id:A5043199710&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/jakub-simko/#papers) · [🔗 Cited 56 times in our library](https://md.research.elamur.ai/free/en/authors/jakub-simko/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9587](https://md.research.elamur.ai/free/en/paper-stars/page/96/#star-9587) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Jakub+Simko) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jakub+Simko) · [dblp](https://dblp.org/search?q=Jakub+Simko) · [ACL Anthology](https://aclanthology.org/search/?q=Jakub+Simko) ## Affiliations [🤝**Kempelen Institute of Intelligent Technologies** Bratislava · Slovakia 2020–2026 · 39 papersEmployment since 2020 · Expert researcher, Web & User Data Processing*current*](https://md.research.elamur.ai/free/en/ngos/kempelen-institute-of-intelligent-technologies/) · [🎓**Slovak University of Technology in Bratislava** Bratislava · Slovakia 2010–2020 · 33 papersEmployment 2013–2020 · assistant professor, Institute of Informatics, Information Systems and Software Engineering](https://ror.org/0561ghm58) · [🎓**Brno University of Technology** Brno · Czechia 2023–2025 · 7 papers](https://md.research.elamur.ai/free/en/universities/brno-university-of-technology/) · [🎓**University of Pittsburgh** Pittsburgh · United States 2024–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-pittsburgh/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 4 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Low-resource languages · 2 works](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) · [Multilingual & cross-lingual NLP · 2 works](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/jakub-simko/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/jakub-simko/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages](https://md.research.elamur.ai/free/en/papers/anikina-2025-rigorous-evaluation-llm-data-generation/)** *(2025 · 11 citations)* LLM-generated synthetic data is often used to train compact task models, but it is unclear which prompting strategies work best outside English, especially for under-resourced languages. 2. **[Better as Generators Than Classifiers: Leveraging LLMs and Synthetic Data for Low-Resource Multilingual Classification](https://md.research.elamur.ai/free/en/papers/pecher-2026-better-as-generators-than-classifiers/)** *(2026 · 1 citation)* The paper asks whether a large multilingual LLM is more useful for low-resource classification as a classifier or as a source of training data for smaller models. 3. **[mdok-style at SemEval-2026 Task 9: Finetuning LLMs for Multilingual Polarization Detection](https://md.research.elamur.ai/free/en/papers/macko-2026-mdok-style-semeval-2026-task/)** *(2026 · 1 citation)* This paper describes a team's entry to SemEval-2026 Task 9 (POLAR), a shared task on spotting online polarization in 22 languages. 4. **[mcdok at SemEval-2026 Task 13: Finetuning LLMs for Detection of Machine-Generated Code](https://md.research.elamur.ai/free/en/papers/skurla-2026-mcdok-semeval-2026-task-13/)** *(2026)* The paper addresses detecting machine-generated source code within SemEval-2026 Task 13. The task has three subtasks: binary human-vs-machine detection (A), attributing code to one of 10 LLM families or human authorship (B), and a four-way split into human, machine, hybrid and adversarial code (C). The authors adapt… ## All works 6 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them. 1. **[ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness ↗](https://aclanthology.org/2023.emnlp-main.117/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yet**Jan Cegin, Jakub Simko, Peter Brusilovsky*2023 · 56 citations* 2. **[Authorship Obfuscation in Multilingual Machine-Generated Text Detection ↗](https://aclanthology.org/2024.findings-emnlp.369/) Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yet**Dominik Macko et al.*2024 · 24 citations* 3. **[A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages](https://md.research.elamur.ai/free/en/papers/anikina-2025-rigorous-evaluation-llm-data-generation/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Tatiana Anikina, Jan Cegin, Jakub Simko, et al.*2025 · 11 citations* 4. **[Better as Generators Than Classifiers: Leveraging LLMs and Synthetic Data for Low-Resource Multilingual Classification](https://md.research.elamur.ai/free/en/papers/pecher-2026-better-as-generators-than-classifiers/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Branislav Pecher, Jan Cegin, Robert Belanec, et al.*2026 · 1 citation* 5. **[mdok-style at SemEval-2026 Task 9: Finetuning LLMs for Multilingual Polarization Detection](https://md.research.elamur.ai/free/en/papers/macko-2026-mdok-style-semeval-2026-task/) [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/)**Dominik Macko, Alok Debnath, Jakub Simko*2026 · 1 citation* 6. **[mcdok at SemEval-2026 Task 13: Finetuning LLMs for Detection of Machine-Generated Code](https://md.research.elamur.ai/free/en/papers/skurla-2026-mcdok-semeval-2026-task-13/) [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/)**Adam Skurla, Dominik Macko, Jakub Simko*2026* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Dominik Macko](https://md.research.elamur.ai/free/en/authors/dominik-macko/) ×2 - [Jan Cegin](https://md.research.elamur.ai/free/en/authors/jan-cegin/) ×2 - [Branislav Pecher](https://md.research.elamur.ai/free/en/authors/branislav-pecher/) - [Ivan Srba](https://md.research.elamur.ai/free/en/authors/ivan-srba/) - [Maria Bielikova](https://md.research.elamur.ai/free/en/authors/maria-bielikova/) - [Simon Ostermann](https://md.research.elamur.ai/free/en/authors/simon-ostermann/) - [Tatiana Anikina](https://md.research.elamur.ai/free/en/authors/tatiana-anikina/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/) ×2: [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) - [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/) ×2: [SemEval 2026](https://md.research.elamur.ai/free/en/venues/semeval/2026/) ×2 - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - Findings of the Association for Computational Linguistics: EMNLP 2024 ## Cited by Papers of our library cite their works 56 times (of the 149,439 papers whose bibliographies we read); [12 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jakub-simko/cited-by/). Updated 1 November 2026