Dominik Macko

12 papers · 2023–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird 💎 Century Club · Bronze

⚡ Prolific Year · Productive

Venues

ACL (6) SemEval (4) EMNLP (2)

Top co-authors

Robert Moro (7) Ivan Srba (7) Jakub Simko (4) Adaku Uchendu (3) Dongwon Lee (3) Maria Bielikova (3) Thai Le (2) Michal Spiegel (2) Matúš Pikuliak (2) Jakub Kopál (2)

Research topics

Natural Language Processing (11) Applications (10) Artificial Intelligence (8) Resources & Methods (7) Core AI (6) Deep Learning (5) Machine Learning (5) Learning Types · Deep Learning (5) Core Methods (3) Learning Types · Machine Learning (3) Generation (2) Learning Paradigms (2)

Keywords

large language model (6) text classification (6) machine-generated text detection (5) authorship attribution (2) parameter-efficient fine-tuning (2) data augmentation (2) disinformation detection (2) zero-shot detector (2) ai safety (2) language identification (1) multilingual nlp (1) paraphrase generation (1) binary classification (1) text generation (1) language model (1) style transfer (1) adversarial attack (1) paraphrase detection (1) cross-lingual transfer (1) multilingual text (1)

Papers

Authorship Attribution in Multilingual Machine-Generated Texts ACL 2026 mcdok at SemEval-2026 Task 13: Finetuning LLMs for Detection of Machine-Generated Code SemEval 2026 mdok-style at SemEval-2026 Task 10: Finetuning LLMs for Conspiracy Detection SemEval 2026 mdok-style at SemEval-2026 Task 9: Finetuning LLMs for Multilingual Polarization Detection SemEval 2026 Evaluation of LLM Vulnerabilities to Being Misused for Personalized Disinformation Generation ACL 2025 MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts ACL 2025 A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts ACL 2024 Authorship Obfuscation in Multilingual Machine-Generated Text Detection EMNLP 2024 Disinformation Capabilities of Large Language Models ACL 2024 IMGTB: A Framework for Machine-Generated Text Detection Benchmarking ACL 2024 KInIT at SemEval-2024 Task 8: Fine-tuned LLMs for Multilingual Machine-Generated Text Detection SemEval 2024 MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark EMNLP 2023