54 citations · 59 across the 12 of their papers we have counts for
8 papers · 1 filter
Recent progress in the construction of Hadamard matrices
Ronan Egan, Ilias Kotsireas, Stephen London +1
A Hadamard matrix is a square matrix with entries whose rows are mutually orthogonal. Hadamard matrices are conjectured to exist at every order divisible by ; for approx…
ProtoLIP: From Sentence-Level to Object-Level Evidence Disentanglement
Yan Zhu, Yongbo Chen, Zhengming Ding +1
Query-conditioned vision-language models enable fine-grained interpretation by revealing which visual content supports a given textual query and how this evidence changes across qu…
Spatial Visual Analytics for Multi-Document Summary Verification
Jiahao Xu, Wei Liu, Yang Liu +5
Large language models increasingly generate summaries from collections of documents to support sensemaking and reporting, but verifying whether summary statements are grounded in s…
KeySI: An Interaction Framework for Tuning Text Embeddings Based on Human Feedback
Yan Zhu, Y. Chen, Rebecca Faust
In large-scale text analysis tasks, pre-trained language models are often used to embed text corpora for downstream analysis. However, such models may struggle to capture domain-sp…
Scalable Semantic Steering of Embedding Projections
Wei Liu, Eric Krokos, Kirsten Whitley +2
Low-dimensional projections support interactive visual analysis of high-dimensional data embeddings, but their structure often does not align with analyst-defined semantic relation…
Debugging as Evidence-Driven Reasoning: Visualization Opportunities in Data-Intensive Programming
Yongbo Chen, Yan Zhu, Rebecca Faust
Visualization has been recognized as a valuable means of supporting debugging by externalizing runtime behavior that would otherwise remain hidden or scattered. However, most visua…
Context-Aware Explanations for Spatialized Document Layouts
Wei Liu, John Wenskovitch, Chris North +1
Spatialized document layouts are widely used for exploratory analysis of text corpora, but interpreting the spatial organization of documents and the relationships between regions…
LLM-Augmented Semantic Steering of Text Embedding Projection Spaces
Wei Liu, Eric Krokos, Kirsten Whitley +2
Low-dimensional projections of text embeddings support visual analysis of document collections, but their spatial organization may not reflect the relationships an analyst intends…