21 papers

Publications

Journal articles & conference papers, grouped by year.

2025

2 papers

Journal

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

Conference

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

2024

6 papers

Journal

TARNet for the Classification of Time Series with Missing Values: A Strong Baseline

K. Buza, E. Novak · Acta Univ. Sapientiae, Informatica · 2024

Journal

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

Journal

Evaluating Text Generation Model Performance by Combining Semantic Meaning and Word Order

E. Novak, L. Bizjak, D. Mladenić, and M. Grobelnik · IEEE Access · 2024

Conference

Generating Non-English Synthetic Medical Data Sets

L. Dolinar, E. Calcina, E. Novak · Proceedings of the Slovenian KDD conference, Ljubljana · 2024

Conference

Creating Local World Models using LLMs

M. D. Longar, E. Novak, M. Grobelnik · Proceedings of the Slovenian KDD conference, Ljubljana · 2024

Conference

Knowledge graph Extraction from Textual data using LLM

K. Gillani, K. Kenda, E. Novak, D. Mladenić · Proceedings of the Slovenian KDD conference, Ljubljana · 2024

2022

4 papers

Journal

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

Conference

SLOmet - Slovenian Commonsense Description

A. Mladenić Grobelnik, E. Novak, D. Mladenić, M. Grobelnik · Proceedings of the Slovenian KDD conference, Ljubljana · 2022

Conference

Measuring the Similarity of Song Artists using Topic Modelling

E. Calcina, E. Novak · Proceedings of the Slovenian KDD conference, Ljubljana · 2022

Conference

Automatically Generating Text from Film Material - A Comparison of Three Models

S. Korenič Tratnik, E. Novak · Proceedings of the Slovenian KDD conference, Ljubljana · 2022

2021

1 paper

Conference

News Stream Clustering using Multilingual Language Models

E. Novak · Proceedings of the Slovenian KDD conference, Ljubljana · 2021

2020

1 paper

Conference

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

2019

4 papers

Journal

Streaming Data Fusion for the Internet of Things

K. Kenda, B. Kažič, E. Novak, D. and Mladenić · Sensors, 19(8) · 2019

Conference

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

Conference

Document Embedding Models on Environmental Legal Documents

S. Kralj, Ž. Urbančič, E. Novak, K. Kenda · Proceedings of the Slovenian KDD conference, Ljubljana · 2019

Conference

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

2018

1 paper

Conference

Preparing Multi-Modal Data for Natural Language Processing

E. Novak, J. Urbančič, M. Jenko · Proceedings of the Slovenian KDD conference, Ljubljana · 2018

2017

1 paper

Conference

Connecting Professional Skill Demand with Supply

E. Novak, I. Novalija · Proceedings of the Slovenian KDD conference, Ljubljana · 2017

2016

1 paper

Conference

Visual and Statistical Analysis of VideoLectures.NET

E. Novak, I. Novalija · Proceedings of the Slovenian KDD conference, Ljubljana · 2016