| 2025 | CIKM | MedSEBA: Synthesizing Evidence-Based Answers Grounded in Evolving Medical Literature. | Juraj Vladika, Florian Matthes |
| 2025 | EMNLP | Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models. | Juraj Vladika, Mahdi Dhaini, Florian Matthes |
| 2025 | ICAART | Lexical Substitution is not Synonym Substitution: On the Importance of Producing Contextually Relevant Word Substitutes. | Juraj Vladika, Stephen Meisenbacher, Florian Matthes |
| 2025 | ICANN | Can LLM-Generated Textual Explanations Enhance Model Classification Performance? An Empirical Study. | Mahdi Dhaini, Juraj Vladika, Ege Erdogan, Zineb Attaoui, Gjergji Kasneci |
| 2025 | NAACL | Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning. | Juraj Vladika, Ivana Hacajov, Florian Matthes |
| 2025 | NAACL | On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems. | Juraj Vladika, Florian Matthes |
| 2024 | ACL | DP-MLM: Differentially Private Text Rewriting Using Masked Language Models. | Stephen Meisenbacher, Maulik Chevli, Juraj Vladika, Florian Matthes |
| 2024 | ACL | MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering. | Juraj Vladika, Phillip Schneider, Florian Matthes |
| 2024 | COLING | HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking. | Juraj Vladika, Phillip Schneider, Florian Matthes |
| 2024 | EACL | Comparing Knowledge Sources for Open-Domain Scientific Claim Verification. | Juraj Vladika, Florian Matthes |
| 2024 | IC3K | Adapter-Based Approaches to Knowledge-Enhanced Language Models: A Survey. | Alexander Fichtl, Juraj Vladika, Georg Groh |
| 2024 | IC3K | Enhancing Answer Attribution for Faithful Text Generation with Large Language Models. | Juraj Vladika, Luca Mlln, Florian Matthes |
| 2024 | ICAART | Diversifying Knowledge Enhancement of Biomedical Language Models Using Adapter Modules and Knowledge Graphs. | Juraj Vladika, Alexander Fichtl, Florian Matthes |
| 2024 | NAACL | Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval. | Juraj Vladika, Florian Matthes |
| 2023 | ACL | Scientific Fact-Checking: A Survey of Resources and Approaches. | Juraj Vladika, Florian Matthes |
| 2023 | ECIR | Investigating Conversational Search Behavior for Domain Exploration. | Phillip Schneider, Anum Afzal, Juraj Vladika, Daniel Braun, Florian Matthes |
| 2023 | ICAART | Challenges in Domain-Specific Abstractive Summarization and How to Overcome Them. | Anum Afzal, Juraj Vladika, Daniel Braun, Florian Matthes |
| 2022 | IJCNLP | A Decade of Knowledge Graphs in Natural Language Processing: A Survey. | Phillip Schneider, Tim Schopf, Juraj Vladika, Michael Galkin, Elena Simperl, Florian Matthes |