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Dominik Macko

Dominik Macko has 5 papers in our library, in 2025–2026, most of them on Multilingual & cross-lingual NLP, Evaluation & benchmarks; often with Jakub Kopál, Jakub Simko, Ivan Srba.

5 papers in our library · 2025–2026

OpenAlex · ORCID · Wikidata · h-index 11 · 86 works · 371 citations OpenAlex, 2026-10-14

📄 5 works in our library · 🔗 Cited 55 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #8449

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🤝Kempelen Institute of Intelligent TechnologiesBratislava · Slovakia2023–2026 · 33 paperscurrent🔬MIT Lincoln LaboratoryLexington · United States2023–2026 · 3 paperscurrent🎓Massachusetts Institute of TechnologyCambridge · United States2026 · 2 paperscurrent🎓Slovak University of Technology in BratislavaBratislava · Slovakia2011–2023 · 43 papersEmployment 2014–2023🎓Masaryk UniversityBrno · Czechia2022–2023 · 2 papers
🏛️Kempelenov inštitút inteligentných technológiíBratislava · Slovakia2021Employment 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 8The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 5 worksComputer Science · 5 worksArts and Humanities · 4 worksLanguage and Linguistics · 4 worksSocial Sciences · 2 worksSociology and Political Science · 2 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work

🧭 Topics 2Research subjects and languages the work is about.Multilingual & cross-lingual NLP · 3 worksEvaluation & benchmarks · 2 works

 Works by year

2020s

20264 papers20251 paper

 Papers

The most cited first (OpenAlex and our library).

  1. MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts (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 (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 (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 (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 (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 TextsAnnual Meeting of the Association for Computational Linguistics (ACL)Dominik Macko, Jakub Kopál, Robert Moro, et al.2025 · 28 citations
  2. Authorship Obfuscation in Multilingual Machine-Generated Text Detection ↗Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yetDominik Macko et al.2024 · 24 citations
  3. A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetNafis Irtiza Tripto et al.2024 · 24 citations
  4. mdok-style at SemEval-2026 Task 10: Finetuning LLMs for Conspiracy DetectionInternational Workshop on Semantic Evaluation (SemEval)Dominik Macko2026 · 1 citation
  5. mdok-style at SemEval-2026 Task 9: Finetuning LLMs for Multilingual Polarization DetectionInternational Workshop on Semantic Evaluation (SemEval)Dominik Macko, Alok Debnath, Jakub Simko2026 · 1 citation
  6. CEAID: Benchmark of Multilingual Machine-Generated Text Detection Methods for Central European LanguagesFindings of the Association for Computational LinguisticsDominik Macko, Jakub Kopál2026
  7. mcdok at SemEval-2026 Task 13: Finetuning LLMs for Detection of Machine-Generated CodeInternational Workshop on Semantic Evaluation (SemEval)Adam Skurla, Dominik Macko, Jakub Simko2026

 Co-authors here

3 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

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