Improving NER Performance by Applying Text Summarization on Pharmaceutical Articles. - Jovana Dobreva; Nasi Jofche; Milos Jovanovik; Dimitar Trajanov (ICT Innovations, 2020)

MalDeWe: New Malware Website Detector Model based on Natural Language Processing using Balanced Dataset. - Jovana Dobreva; Aleksandra Popovska-Mitrovikj; Vesna Dimitrova (CSCI, 2021)

DD-RDL: Drug-Disease Relation Discovery and Labeling. - Jovana Dobreva; Milos Jovanovik; Dimitar Trajanov (ICT Innovations, 2021)

StegYou: Model for Hiding, Retrieving and Detecting Digital Data in Images. - Ivo Tasevski; Viktorija Nikolovska; Anastasija Petrova; Jovana Dobreva; Aleksandra Popovska-Mitrovikj; Vesna Dimitrova (FTC (2), 2022)

MACEDONIZER - The Macedonian Transformer Language Model. - Jovana Dobreva; Tashko Pavlov; Kostadin Mishev; Monika Simjanoska; Stojancho Tudzarski; Dimitar Trajanov; Ljupcho Kocarev (ICT Innovations, 2022)

StegIm: Image in Image Steganography. - Ivo Tasevski; Jovana Dobreva; Stefan Andonov; Hristina Mihajloska; Aleksandra Popovska-Mitrovikj; Vesna Dimitrova (ICT Innovations, 2022)

Survey of NLP in Pharmacology: Methodology, Tasks, Resources, Knowledge, and Tools. - Dimitar Trajanov; Vangel Trajkovski; Makedonka Dimitrieva; Jovana Dobreva; Milos Jovanovik; Matej Klemen; Ales Zagar; Marko Robnik-Sikonja (CoRR, 2022)

Assessing the Environmental Impact of Plant-Based Diets: A Comprehensive Analysis. - Blagica Golubova; Fjola Fetaji; Jovana Dobreva; Milena Trajanoska; Ana Todorovska; Riste Stojanov; Dimitar Trajanov (IEEE Big Data, 2023)

Methodology for food prices forecasting. - Dimitar Peshevski; Ana Todorovska; Filip Trajkovikj; Nikola Hristov; Milena Trajanoska; Jovana Dobreva; Riste Stojanov; Dimitar Trajanov (IEEE Big Data, 2023)

A comprehensive study of food prices and food fraud in the European Union. - Filip Trajkovikj; Ana Todorovska; Dimitar Peshevski; Lina Nakova; Milena Trajanoska; Jovana Dobreva; Riste Stojanov; Dimitar Trajanov (IEEE Big Data, 2023)

Benchmarking OpenAI's APIs and Large Language Models for Repeatable, Efficient Question Answering Across Multiple Documents. - Elena Filipovska; Ana Mladenovska; Merxhan Bajrami; Jovana Dobreva; Vellislava Hillman; Petre Lameski; Eftim Zdravevski (FedCSIS, 2024)

Evaluation of Vector Databases and LLMs in RAG-Based Multi-document Question Answering. - Elena Filipovska; Ana Mladenovska; Jovana Dobreva; Dimitar Kitanovski; Goran Mitrov; Petre Lameski; Eftim Zdravevski (ICT Innovations, 2024)