3 citations · 7 across the 9 of their papers we have counts for
10 papers
Bridging the Question-Answer Gap in Retrieval-Augmented Generation: Hypothetical Prompt Embeddings
Domen Vake, Jernej Vičič, Aleksandar Tošić
Retrieval-Augmented Generation (RAG) systems synergize retrieval mechanisms with generative language models to enhance the accuracy and relevance of responses. However, bridging th…
Is Open Source the Future of AI? A Data-Driven Approach
Domen Vake, Bogdan Šinik, Jernej Vičič +1
Large Language Models (LLMs) have become central in academia and industry, raising concerns about privacy, transparency, and misuse. A key issue is the trustworthiness of proprieta…
Beyond the Surface: Advanced Wash Trading Detection in Decentralized NFT Markets
Aleksandar Tošić, Niki Hrovatin, Jernej Vičič
Wash trading in decentralized markets remains a significant concern magnified by the pseudonymous and public nature of blockchains. In this paper we introduce an innovative methodo…
Uzbek text summarization based on TF-IDF
Khabibulla Madatov, Shukurla Bekchanov, Jernej Vičič
The volume of information is increasing at an incredible rate with the rapid development of the Internet and electronic information services. Due to time constraints, we don't have…
Accuracy of the Uzbek stop words detection: a case study on "School corpus"
Khabibulla Madatov, Shukurla Bekchanov, Jernej Vičič
Stop words are very important for information retrieval and text analysis investigation tasks of natural language processing. Current work presents a method to evaluate the quality…
A General Purpose Data and Query Privacy Preserving Protocol for Wireless Sensor Networks
Niki Hrovatin, Aleksandar Tošić, Michael Mrissa +1
Wireless Sensor Networks (WSNs) are composed of a large number of spatially distributed devices equipped with sensing technology and interlinked via radio signaling. A WSN deployed…
On the degree sequences of dual graphs on surfaces
Endre Boros, Vladimir Gurvich, Martin Milanič +1
Given two graphs and with a one-to-one correspondence between their edges, when do and form a pair of dual graphs realizing the vertices and countries of a map…
A Blockchain-based Decentralized Self-balancing Architecture for the Web of Things
Aleksandar Tošić, Jernej Vičič, Michael Mrissa
Edge computing is a distributed computing paradigm that relies on computational resources of end devices in a network to bring benefits such as low bandwidth utilization, responsiv…
Increasing the throughput of machine translation systems using clouds
Jernej Vičič, Andrej Brodnik
The manuscript presents an experiment at implementation of a Machine Translation system in a MapReduce model. The empirical evaluation was done using fully implemented translation…
A three-person deterministic graphical game without Nash equilibria
Endre Boros, Vladimir Gurvich, Martin Milanič +2
We give an example of a three-person deterministic graphical game that has no Nash equilibrium in pure stationary strategies. The game has seven positions, four outcomes (a unique…