Matej Klemen

RAZISKOVALNA PODROČJA

  • obdelava naravnega jezika z jezikovnimi modeli (npr. slovnično popravljanje, poenostavljanje)
  • razlagalne metode za jezikovne modele
  • evalvacija jezikovnih modelov
  • razvoj agentov, temelječih na jezikovnih modelih

POVEZAVE IN KONTAKT

IZBRANE PUBLIKACIJE

  • Klemen, M., Krsnik, L., & Robnik-Šikonja, M. (2023). Enhancing deep neural networks with morphological information. Natural Language Engineering, 29(2), 360–385. doi:10.1017/S1351324922000080
  • Matej Klemen, Aleš Žagar, Jaka Čibej, and Marko Robnik-Šikonja. 2024. SI-NLI: A Slovene Natural Language Inference Dataset and Its Evaluation. In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pages 14859–14870, Torino, Italia. ELRA and ICCL.
  • Klemen, M., Božič, M., Holdt, Š.A., & Robnik-Šikonja, M. (2024). Neural Spell-Checker: Beyond Words with Synthetic Data Generation. International Conference on Text, Speech and Dialogue.
  • Klemen, M., Arčon, T., Terčon, L., Robnik-Šikonja, M., & Dobrovoljc, K. (2025). Towards Corpus-Grounded Agentic LLMs for Multilingual Grammatical Analysis. arXiv [Cs.CL]. http://arxiv.org/abs/2512.00214
  • Aleš Žagar, Matej Klemen, Marko Robnik-Šikonja, and Iztok Kosem. 2024. SENTA: Sentence Simplification System for Slovene. In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pages 14687–14692, Torino, Italia. ELRA and ICCL.