6 citations · 11 across the 7 of their papers we have counts for
7 papers
State of the Art of LLM-Enabled Interaction with Visualization
Mathis Brossier, Tobias Isenberg, Konrad Schönborn +5
We report on a systematic, PRISMA-guided survey of research at the intersection of LLMs and visualization, with a particular focus on visio-verbal interaction -- where verbal and v…
Piloting Planetarium Visualizations with LLMs during Live Events in Science Centers
Mathis Brossier, Mujtaba Fadhil Jawad, Emma Broman +8
We designed and evaluated an AI pilot in a planetarium visualization software, OpenSpace, for public shows in science centers. The piloting role is usually given to a human working…
Generating Semantic Graph Corpora with Graph Expansion Grammar
Eric Andersson, Johanna Björklund, Frank Drewes +1
We introduce Lovelace, a tool for creating corpora of semantic graphs. The system uses graph expansion grammar as a representational language, thus allowing users to craft a gramma…
VOICE: Visual Oracle for Interaction, Conversation, and Explanation
Donggang Jia, Alexandra Irger, Lonni Besancon +5
We present VOICE, a novel approach to science communication that connects large language models' (LLM) conversational capabilities with interactive exploratory visualization. VOICE…
An Algebraic Approach to Learning and Grounding
Johanna Björklund, Adam Dahlgren Lindström, Frank Drewes
We consider the problem of learning the semantics of composite algebraic expressions from examples. The outcome is a versatile framework for studying learning tasks that can be put…
Polynomial Graph Parsing with Non-Structural Reentrancies
Johanna Björklund, Frank Drewes, Anna Jonsson
Graph-based semantic representations are valuable in natural language processing, where it is often simple and effective to represent linguistic concepts as nodes, and relations as…
Probing Multimodal Embeddings for Linguistic Properties: the Visual-Semantic Case
Adam Dahlgren Lindström, Suna Bensch, Johanna Björklund +1
Semantic embeddings have advanced the state of the art for countless natural language processing tasks, and various extensions to multimodal domains, such as visual-semantic embedd…