Multi-Agentic System Leveraging Open-Source LLMs to Mitigate Disinformation ThreatsKula, S., Tamajka, M. – arXiv, 2026 Download
SkMTEB: Slovak Massive Text Embedding Benchmark and Model AdaptationŠuppa, M., Ridzik, A., Hládek, D., Kňažeková, N., Ondrejová, V. – Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026 Download
dfkinit2b at CheckThat! 2025: Leveraging LLMs and Ensemble of Methods for Multilingual Claim NormalizationAnikina, T., Vykopal, I., Kula, S., Chikkala, R. K., Skachkova, N., Yang, J., Solopova, V., Schmitt, V., Ostermann, S. – Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2025), 2025 Download
Soft Language Prompts for Language TransferVykopal, I., Ostermann, S., Simko M. – Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) – NACL 2025, 2025 Download
skLEP: A Slovak General Language Understanding BenchmarkSuppa, M., Ridzik A., Hládek, D., Javůrek, T., Ondrejová, V., Sásiková, K., Tamajka, M. and Simko, M. – Findings of the Association for Computational Linguistics: ACL 2025, 2025 Download
Small Models, Big Impact: Efficient Corpus and Graph-Based Adaptation of Small Multilingual Language Models for Low-Resource LanguagesGurgurov, D., Vykopal, I., van Genabith, J., Ostermann, S. – Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop), 2025 Download
CV-Probes: Studying the Interplay of Lexical and World Knowledge in Visually Grounded Verb UnderstandingBenova, I., Gregor, M. and Gatt, A. – Proceedings of the Annual Meeting of the Cognitive Science Society 2025, 2025 Download
When the Dictionary Strikes Back: A Case Study on Slovak Migration Location Term Extraction and NER via Rule-Based vs. LLM MethodsBlšták, M., Kopčan J., Suppa, M., Havran, S., Findor, A., Takac, M. and Simko, M. – Proceedings of the 10th Workshop on Slavic Natural Language Processing (Slavic NLP 2025), 2025 Download
Large Language Models for Multilingual Previously Fact-Checked Claim DetectionVykopal, I., Pikuliak, M., Ostermann, S., Anikina, T., Gregor, M., Šimko, M. – Findings of the Association for Computational Linguistics: EMNLP 2025, 2025 Download
o-MEGA: Optimized Methods for Explanation Generation and AnalysisKriš, Ľ., Kopčan, J., Peng, Q., Ridzik, A., Veselý, M., Tamajka, M. – Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations., 2025 Download
On Using Self-Report Studies to Analyze Language ModelsPikuliak, M. – Northern European Journal of Language Technology, 2025 Download
Towards explainable fake news detection and automated content credibility assessment: Polish internet and digital media use-caseKozik, R., Kątek, G., Gackowska, M., Kula, S., Komorniczak, J., Ksieniewicz, P., Pawlicka, A, Pawlicki, M., Choraś, M. – Neurocomputing, 2025 Download
Multimodal and Multilingual Fact-Checked Article RetrievalPapadopoulos, S., Beňová, I., Kula, S., Gregor, M., Karantaidis, G., Javůrek, T., Šimko, M., Papadopoulos, S. – Proceedings of the 2025 International Conference on Multimedia Retrieval (ICMR ’25), 2025 Download
Automatic Fact-checking in English and TeluguChikkala, R.K., Anikina, T., Skachkova, N., Vykopal, I., Agerri, R., van Genabith, J – Proceedings of the First Workshop on Advancing NLP for Low-Resource Languages, 2025 Download
The Brittle Compass: Navigating LLM Prompt Sensitivity in Slovak Migration Media DiscourseHarvan, S., Kopčan, J., Šuppa, M., Findor, A. – Proceedings of the First Workshop on Advancing NLP for Low-Resource Languages, 2025 Download
SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim RetrievalPeng, Q., Moro, R., Gregor, M., Srba, I., Ostermann, S., Simko, M., Podrouzek, J., Mesarčík, M., Kopčan, J., Søgaard, A. – Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025), 2025 Download
Multilingual Political Views of Large Language Models: Identification and SteeringGurgurov, D., Trinley, K., Vykopal, I., van Genabith, J., Ostermann, S., Zamparelli, R. – Findings of the Association for Computational Linguistics: IJCNLP-AACL 2025 (Findings), 2025 Download
Beyond Image-Text Matching: Verb Understanding in Multimodal Transformers Using Guided MaskingBeňová, I., Košecká, J., Gregor, M., Tamajka, M., Veselý, M., Šimko, M. – SOFSEM 2025: Theory and Practice of Computer Science, 2025 Download
On Multilingual Encoder Language Model Compression for Low-Resource LanguagesGurgurov, D., Gregor, M., van Genabith, J., Ostermann, S. – Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics: Student Research Workshop, 2025 Download
Assessing Web Search Credibility and Response Groundedness in Chat AssistantsVykopal, I., Pikuliak, M., Ostermann, S., Simko, M. – Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), 2025 Download
Investigating Language and Retrieval Bias in Multilingual Previously Fact-Checked Claim DetectionVykopal, I., Karamolegkou, A., Kopcan, J., Peng, Q., Javurek, T., Gregor, M., Simko, M. – Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), 2025 Download
Innovative Approach to Use Large Language Models (LLM) for Continues Annotation of DisinformationKula, S., Kozik, R., Choraś, M. – 2025 IEEE International Conference on Data Mining Workshops, ICDMW 2025, 2025 Download
Approaches to Semantic Textual Similarity in Slovak Language: From Algorithms to TransformersRadosky, L., Blstak, M., Krajcovic, M., Polasek, I. – IEEE 24th World Symposium on Applied Machine Intelligence and Informatics (SAMI 2026), 2025 Download
ChatGPT as Your n-th Annotator: Experiments in Leveraging Large Language Models for Social Science Text Annotation in Slovak LanguageEndre Hamerlik, Marek Šuppa, Miroslav Blšták, Jozef Kubík, Martin Takáč, Marián Šimko, and Andrej Findor. – Proceedings of the 4th Workshop on Computational Linguistics for the Political and Social Sciences, 2024 Download
Disinformation Capabilities of Large Language ModelsVykopal, I., Pikuliak, M., Srba, I., Moro, R., Macko, D., Bielikova, M. – Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) – ACL 2024, 2024 Download
Women Are Beautiful, Men Are Leaders: Gender Stereotypes in Machine Translation and Language ModelingPikuliak, M., Hrckova, A., Oresko, S., Šimko, M. – Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024 Download
Multilingual Previously Fact-Checked Claim RetrievalPikuliak, M., Srba, I., Moro, R., Hromadka, T., Smoleň, T., Melišek, M., Vykopal, I., Simko, J., Podroužek, J., Bielikova, M. – Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing – EMNLP 2023, 2023 Download
MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection BenchmarkMacko, D., Moro, R., Uchendu, A,, Lucas, J., Yamashita, M., Pikuliak, M., Srba, I., Le, T., Lee, D., Simko, J., Bielikova, M. – Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing – EMNLP 2023, 2023 Download
Report on the Current State of Societal Biases in Slovak AIPikuliak, M., Oreško, Š., Burda, K., Gavorník, A., Mesarčík, M., Hrčková, A., Kottulová, J., Szapuová, M., Podroužek, J., Šimko, M. – , 2023 Download
