12 papers
GUISpector: An MLLM Agent Framework for Automated Verification of Natural Language Requirements in GUI Prototypes
Kristian Kolthoff, Felix Kretzer, Simone Paolo Ponzetto +2
GUIs are foundational to interactive systems and play a pivotal role in early requirements elicitation through prototyping. Ensuring that GUI implementations fulfill NL requirement…
TikZero: Zero-Shot Text-Guided Graphics Program Synthesis
Jonas Belouadi, Eddy Ilg, Margret Keuper +5
Automatically synthesizing figures from text captions is a compelling capability. However, achieving high geometric precision and editability requires representing figures as graph…
GUI-ReRank: Enhancing GUI Retrieval with Multi-Modal LLM-based Reranking
Kristian Kolthoff, Felix Kretzer, Christian Bartelt +2
GUI prototyping is a fundamental component in the development of modern interactive systems, which are now ubiquitous across diverse application domains. GUI prototypes play a crit…
GUIDE: LLM-Driven GUI Generation Decomposition for Automated Prototyping
Kristian Kolthoff, Felix Kretzer, Christian Bartelt +2
GUI prototyping serves as one of the most valuable techniques for enhancing the elicitation of requirements and facilitating the visualization and refinement of customer needs. Whi…
Do LLMs Dream of Ontologies?
Marco Bombieri, Paolo Fiorini, Simone Paolo Ponzetto +1
Large Language Models (LLMs) have demonstrated remarkable performance across diverse natural language processing tasks, yet their ability to memorize structured knowledge remains u…
Enriching Social Science Research via Survey Item Linking
Tornike Tsereteli, Daniel Ruffinelli, Simone Paolo Ponzetto
Questions within surveys, called survey items, are used in the social sciences to study latent concepts, such as the factors influencing life satisfaction. Instead of using explici…