38 citations · 63 across the 8 of their papers we have counts for
8 papers
Episodic-Semantic Memory Architecture for Long-Horizon Scientific Agents
Nikola Milosevic
As Large Language Models (LLMs) evolve into persistent scientific collaborators, context window saturation has emerged as a critical bottleneck. Scientific workflows involving iter…
VerifAI: A Verifiable Open-Source Search Engine for Biomedical Question Answering
Miloš Košprdić, Adela Ljajić, Bojana Bašaragin +3
We introduce VerifAI, an open-source expert system for biomedical question answering that integrates retrieval-augmented generation (RAG) with a novel post-hoc claim verification m…
Fact Finder -- Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs
Daniel Steinigen, Roman Teucher, Timm Heine Ruland +6
Recent advancements in Large Language Models (LLMs) have showcased their proficiency in answering natural language queries. However, their effectiveness is hindered by limited doma…
Scientific QA System with Verifiable Answers
Adela Ljajić, Miloš Košprdić, Bojana Bašaragin +3
In this paper, we introduce the VerifAI project, a pioneering open-source scientific question-answering system, designed to provide answers that are not only referenced but also au…
How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions
Bojana Bašaragin, Adela Ljajić, Darija Medvecki +3
Large language models (LLMs) have recently become the leading source of answers for users' questions online. Despite their ability to offer eloquent answers, their accuracy and rel…
Verif.ai: Towards an Open-Source Scientific Generative Question-Answering System with Referenced and Verifiable Answers
Miloš Košprdić, Adela Ljajić, Bojana Bašaragin +2
In this paper, we present the current progress of the project Verif.ai, an open-source scientific generative question-answering system with referenced and verified answers. The com…
Multilingual transformer and BERTopic for short text topic modeling: The case of Serbian
Darija Medvecki, Bojana Bašaragin, Adela Ljajić +1
This paper presents the results of the first application of BERTopic, a state-of-the-art topic modeling technique, to short text written in a morphologi-cally rich language. We app…
De-identification of clinical free text using natural language processing: A systematic review of current approaches
Aleksandar Kovačević, Bojana Bašaragin, Nikola Milošević +1
Background: Electronic health records (EHRs) are a valuable resource for data-driven medical research. However, the presence of protected health information (PHI) makes EHRs unsuit…