--- title: "Dominik Macko — author profile and papers — Elamur Research" description: "Dominik Macko, MIT Lincoln Laboratory: 5 papers on Elamur Research (2025–2026), h-index 11 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/dominik-macko/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/dominik-macko/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Dominik Macko # Dominik Macko Dominik Macko has 5 papers in our library, in 2025–2026, most of them on [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Jakub Kopál](https://md.research.elamur.ai/free/en/authors/jakub-kopal/), [Jakub Simko](https://md.research.elamur.ai/free/en/authors/jakub-simko/), [Ivan Srba](https://md.research.elamur.ai/free/en/authors/ivan-srba/). 5 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5079722422) · [ORCID](https://orcid.org/0000-0002-8235-2004) · [Wikidata](https://www.wikidata.org/wiki/Q91282615) · [**h-index 11**](https://openalex.org/authors/A5079722422) · [86 works](https://openalex.org/works?filter=author.id:A5079722422) · [371 citations](https://openalex.org/works?filter=author.id:A5079722422&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 5 works in our library](https://md.research.elamur.ai/free/en/authors/dominik-macko/#papers) · [🔗 Cited 55 times in our library](https://md.research.elamur.ai/free/en/authors/dominik-macko/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #8449](https://md.research.elamur.ai/free/en/paper-stars/page/85/#star-8449) 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=Dominik+Macko) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Dominik+Macko) · [dblp](https://dblp.org/search?q=Dominik+Macko) · [ACL Anthology](https://aclanthology.org/search/?q=Dominik+Macko) ## Affiliations [🤝**Kempelen Institute of Intelligent Technologies** Bratislava · Slovakia 2023–2026 · 33 papers*current*](https://md.research.elamur.ai/free/en/ngos/kempelen-institute-of-intelligent-technologies/) · [🔬**MIT Lincoln Laboratory** Lexington · United States 2023–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/labs/mit-lincoln-laboratory/) · [🎓**Massachusetts Institute of Technology** Cambridge · United States 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/massachusetts-institute-of-technology/) · [🎓**Slovak University of Technology in Bratislava** Bratislava · Slovakia 2011–2023 · 43 papersEmployment 2014–2023](https://ror.org/0561ghm58) · [🎓**Masaryk University** Brno · Czechia 2022–2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/masaryk-university/) 🏛️**Kempelenov inštitút inteligentných technológií** Bratislava · [Slovakia](https://md.research.elamur.ai/free/en/countries/slovakia/) 2021Employment since 2021 From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## 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 · 5 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 5 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Social Sciences · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Sociology and Political Science · 2 works](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 2 Research subjects and languages the work is about.[Multilingual & cross-lingual NLP · 3 works](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Evaluation & benchmarks · 2 works](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2026** 4 papers](https://md.research.elamur.ai/free/en/authors/dominik-macko/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/dominik-macko/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts](https://md.research.elamur.ai/free/en/papers/macko-2025-multisocial-multilingual-benchmark-machine-generated/)** *(2025 · 28 citations)* Most research on detecting machine-generated text (MGT) targets English and long, polished genres such as news or essays. 2. **[mdok-style at SemEval-2026 Task 10: Finetuning LLMs for Conspiracy Detection](https://md.research.elamur.ai/free/en/papers/macko-2026-mdok-style-semeval-2026-task-2026-semeval-1-64/)** *(2026 · 1 citation)* This system description tackles subtask 2 of SemEval-2026 Task 10 (PsyCoMark). The task is to decide whether an English Reddit comment conveys belief in a conspiracy theory. The main obstacle is the modest labeled set of roughly 4,000 comments, which is small for finetuning large models. The author adapts mdok, a… 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. **[CEAID: Benchmark of Multilingual Machine-Generated Text Detection Methods for Central European Languages](https://md.research.elamur.ai/free/en/papers/macko-2026-ceaid-benchmark-multilingual-machine-generated/)** *(2026)* Research on detecting machine-generated text (MGT) has focused mostly on English. Detectors for Central European languages therefore depend on uncertain cross-lingual transfer. The authors build the first benchmark for this region, CEAID. It covers seven languages and two domains: news articles from MULTITuDE_v3 and… 5. **[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 7 works of theirs in our library, the most cited first; 5 with a page here, the others link their original until we summarise them. 1. **[MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts](https://md.research.elamur.ai/free/en/papers/macko-2025-multisocial-multilingual-benchmark-machine-generated/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Dominik Macko, Jakub Kopál, Robert Moro, et al.*2025 · 28 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 Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts ↗](https://aclanthology.org/2024.acl-long.357/) Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Nafis Irtiza Tripto et al.*2024 · 24 citations* 4. **[mdok-style at SemEval-2026 Task 10: Finetuning LLMs for Conspiracy Detection](https://md.research.elamur.ai/free/en/papers/macko-2026-mdok-style-semeval-2026-task-2026-semeval-1-64/) [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/)**Dominik Macko*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. **[CEAID: Benchmark of Multilingual Machine-Generated Text Detection Methods for Central European Languages](https://md.research.elamur.ai/free/en/papers/macko-2026-ceaid-benchmark-multilingual-machine-generated/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Dominik Macko, Jakub Kopál*2026* 7. **[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 3 co-authors with a page, the most papers together first. - [Jakub Kopál](https://md.research.elamur.ai/free/en/authors/jakub-kopal/) ×2 - [Jakub Simko](https://md.research.elamur.ai/free/en/authors/jakub-simko/) ×2 - [Ivan Srba](https://md.research.elamur.ai/free/en/authors/ivan-srba/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/) ×3: [SemEval 2026](https://md.research.elamur.ai/free/en/venues/semeval/2026/) ×3 - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [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 55 times (of the 149,439 papers whose bibliographies we read); [11 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/dominik-macko/cited-by/). Updated 1 November 2026