18 citations · 18 across the 4 of their papers we have counts for
4 papers
Enhancing Transformer-Based Rerankers with Synthetic Data and LLM-Based Supervision
Dimitar Peshevski, Kiril Blazhevski, Martin Popovski +1
Effective document reranking is essential for improving search relevance across diverse applications. While Large Language Models (LLMs) excel at reranking due to their deep semant…
Leveraging Log Instructions in Log-based Anomaly Detection
Jasmin Bogatinovski, Gjorgji Madjarov, Sasho Nedelkoski +2
Artificial Intelligence for IT Operations (AIOps) describes the process of maintaining and operating large IT systems using diverse AI-enabled methods and tools for, e.g., anomaly…
Stories for Images-in-Sequence by using Visual and Narrative Components
Marko Smilevski, Ilija Lalkovski, Gjorgji Madjarov
Recent research in AI is focusing towards generating narrative stories about visual scenes. It has the potential to achieve more human-like understanding than just basic descriptio…
Addressing Item-Cold Start Problem in Recommendation Systems using Model Based Approach and Deep Learning
Ivica Obadić, Gjorgji Madjarov, Ivica Dimitrovski +1
Traditional recommendation systems rely on past usage data in order to generate new recommendations. Those approaches fail to generate sensible recommendations for new users and it…