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cs.AI2026
Beyond One Output: Visualizing and Comparing Distributions of Language Model Generations
Emily Reif, Claire Yang, Jared Hwang +3
Users typically interact with and evaluate language models via single outputs, but each output is just one sample from a broad distribution of possible completions. This interactio…
cs.HC2026
GeoVisA11y: An AI-based Geovisualization Question-Answering System for Screen-Reader Users
Chu Li, Rock Yuren Pang, Arnavi Chheda-Kothary +4
Geovisualizations are powerful tools for communicating spatial information, but are inaccessible to screen-reader users. To address this limitation, we present GeoVisA11y, an LLM-b…