5 papers
Towards LLM-generated explanations for Component-based Knowledge Graph Question Answering Systems
Dennis Schiese, Aleksandr Perevalov, Andreas Both
Over time, software systems have reached a level of complexity that makes it difficult for their developers and users to explain particular decisions made by them. In this paper, w…
Post-hoc LLM-Supported Debugging of Distributed Processes
Dennis Schiese, Andreas Both
In this paper, we address the problem of manual debugging, which nowadays remains resource-intensive and in some parts archaic. This problem is especially evident in increasingly c…
SPARQL Query Generation with LLMs: Measuring the Impact of Training Data Memorization and Knowledge Injection
Aleksandr Gashkov, Aleksandr Perevalov, Maria Eltsova +1
Nowadays, the importance of software with natural-language user interfaces cannot be underestimated. In particular, in Question Answering (QA) systems, generating a SPARQL query fo…
Towards Effective Complementary Security Analysis using Large Language Models
Jonas Wagner, Simon Müller, Christian Näther +2
A key challenge in security analysis is the manual evaluation of potential security weaknesses generated by static application security testing (SAST) tools. Numerous false positiv…
RDF-Based Structured Quality Assessment Representation of Multilingual LLM Evaluations
Jonas Gwozdz, Andreas Both
Large Language Models (LLMs) increasingly serve as knowledge interfaces, yet systematically assessing their reliability with conflicting information remains difficult. We propose a…