Jonathan K. Kummerfeld

schoolUniversity of Sydneybar_chart#3369 Global Rank

Total Papers

HCI Rank

#3369

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Years Active

Recent Publications

Latest papers from Jonathan K. Kummerfeld

UIST '254th AuthorHuman-LLM Collaboration +1

AbstractExplorer: Leveraging Structure-Mapping Theory to Enhance Comparative Close Reading at Scale

Individual flagship conferences today can have over a thousand papers; even reading just the abstract of every paper at the latest relevant conference to keep up with the research is time and memory prohibitive. Previous visualizations in this domain have ubiquitously followed Shneiderman's Visual Information-Seeking…

UIST '242nd AuthorExplainable AI (XAI) +1

SQLucid: Grounding Natural Language Database Queries with Interactive Explanations

Though recent advances in machine learning have led to significant improvements in natural language interfaces for databases, the accuracy and reliability of these systems remain limited, especially in high-stakes domains. This paper introduces SQLucid, a novel user interface that bridges the gap between non-expert us…

CHI '244th AuthorGenerative AI (Text, Image, Music, Video) +2

An AI-Resilient Text Rendering Technique for Reading and Skimming Documents

Readers find text difficult to consume for many reasons. Summarization can address some of these difficulties, but introduce others, such as omitting, misrepresenting, or hallucinating information, which can be hard for a reader to notice. One approach to addressing this problem is to instead modify how the original t…

CHI '244th AuthorHonorable MentionHuman-LLM Collaboration +2

Supporting Sensemaking of Large Language Model Outputs at Scale

Large language models (LLMs) are capable of generating multiple responses to a single prompt, yet little effort has been expended to help end-users or system designers make use of this capability. In this paper, we explore how to present many LLM responses at once. We design five features, which include both pre-exist…

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