5 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
MiloÅ¡ KoÅ¡prdiÄ, Adela LjajiÄ, Bojana BaÅ¡aragin +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 LjajiÄ, MiloÅ¡ KoÅ¡prdiÄ, Bojana BaÅ¡aragin +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 BaÅ¡aragin, Adela LjajiÄ, 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…