Publications
Journal and Conference Papers
Evaluating Open-Source Large Language Models for Synthetic Non-English Medical Data Generation Using Prompt-Based Techniques. L. Dolinar, E. Calcina, E. Novak. Informatica, 2025.
Semantic Prompting for Large Language Models in Biomedical Named Entity Recognition. E. Calcina, E. Novak, D. Mladenić. Proceedings of the Slovenian KDD conference, Ljubljana, 2025.
TARNet for the Classification of Time Series with Missing Values: A Strong Baseline. K. Buza, E. Novak. Acta Univ. Sapientiae, Informatica, 2024.
Exploring Kleefstra Syndrome Cohort Phenotype Characteristics: Prevalence Insights from Caregiver-Reported Outcomes. T. Zdolšek Draksler, A. Bouman, A. Guček, E. Novak, P. Burger, F. Colin, T. Kleefstra. European Journal of Medical Genetics, 2024.
Evaluating Text Generation Model Performance by Combining Semantic Meaning and Word Order. E. Novak, L. Bizjak, D. Mladenić, and M. Grobelnik. IEEE Access, 2024.
Generating Non-English Synthetic Medical Data Sets. L. Dolinar, E. Calcina, E. Novak. Proceedings of the Slovenian KDD conference, Ljubljana, 2024.
Creating Local World Models using LLMs. M. D. Longar, E. Novak, M. Grobelnik. Proceedings of the Slovenian KDD conference, Ljubljana, 2024.
Knowledge graph Extraction from Textual data using LLM. K. Gillani, E. Novak, K. Kenda, D. Mladenić. Proceedings of the Slovenian KDD conference, Ljubljana, 2024.
Why is a Document Relevant? Understanding the Relevance Scores in Cross-Lingual Document Retrieval. E. Novak, L. Bizjak, D. Mladenić, and M. Grobelnik. Knowledge-Based Systems, 2022.
SLOmet - Slovenian Commonsense Description. A. Mladenić Grobelnik, E. Novak, D. Mladenić, M. Grobelnik. Proceedings of the Slovenian KDD conference, Ljubljana, 2022.
Measuring the Similarity of Song Artists using Topic Modelling. E. Calcina, E. Novak. Proceedings of the Slovenian KDD conference, Ljubljana, 2022.
Automatically Generating Text from Film Material - A Comparison of Three Models. S. Korenič Tratnik, E. Novak. Proceedings of the Slovenian KDD conference, Ljubljana, 2022.
News Stream Clustering using Multilingual Language Models. E. Novak. Proceedings of the Slovenian KDD conference, Ljubljana, 2021.
Users' Learning Pathways on Cross-site Open Educational Resources. A. Saliha Sunar, E. Novak, J. Urbančič, D. Mladenić. Proceedings of the 12th International Conference on Computer Supported Education - Volume 2: CSEDU, 2020.
Streaming Data Fusion for the Internet of Things. K. Kenda, B. Kažič, E. Novak, D. and Mladenić. Sensors, 19(8), 2019.
Semantic Enrichment and Analysis of Legal Domain Documents. M. B. Massri, S. Brezec, E. Novak, K. Kenda. Proceedings of the Slovenian KDD conference, Ljubljana, 2019.
Document Embedding Models on Environmental Legal Documents. S. Kralj, Ž. Urbančič, E. Novak, K. Kenda. Proceedings of the Slovenian KDD conference, Ljubljana, 2019.
Preferences of Users on Cross-Site OER Recommendations: Stay or Leave?. A. Saliha Sunar, E. Novak, J. Urbančič, D. Mladenić. Proceedings of the Slovenian KDD conference, Ljubljana, 2019.
Preparing Multi-Modal Data for Natural Language Processing. E. Novak, J. Urbančič, M. Jenko. Proceedings of the Slovenian KDD conference, Ljubljana, 2018.
Connecting Professional Skill Demand with Supply. E. Novak, I. Novalija. Proceedings of the Slovenian KDD conference, Ljubljana, 2017.
Visual and Statistical Analysis of VideoLectures.NET. E. Novak, I. Novalija. Proceedings of the Slovenian KDD conference, Ljubljana, 2016.