Zero-Shot Visualization: Exploring Text Corpora with User-Prompted Axes
We study the application of large language models (LLMs) to the visual exploration of textual corpora. We introduce zero-shot visualization (ZSV), a task in which users specify concepts in natural language and documents are mapped onto the corresponding concept axes for visualization.
By Arnau Bueno Tricas, Jose A. Rodr\'iguez-SerranoarXiv - cs.CL (NLP)
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Originally published by arXiv - cs.CL (NLP) on Oct 7, 2026.
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