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Posts, news, and announcements from the UF Data Studio.

Figure 1 from Rudman et al. (ACL 2026), showing a VLM hallucinating extra waterlilies when the prompt overstates the count.

When VLMs Trust the Prompt Over the Image

A short blogpost about an ACL 2026 paper on prompt-induced hallucination in vision–language models, and how ablating a few attention heads can restore visual grounding.

TOLSA-M dimension called Epistemic

How confident are you?

Detecting hedge words to measure certainty in critical domains like medicine, finance, and engineerin

Veridicality

Forecasting Winners and Losers from User Predictions on Twitter

InsightBoard at FLAIRS-39 in Marco Island

Presenting an interactive TensorBoard plugin for multi-metric visualization and fairness analysis at the 39th International FLAIRS Conference.

An aerial view of the San Diego Coronado Bridge curving across the bay toward the downtown skyline, host city of ACL 2026.

The UF Data Studio at ACL 2026 in San Diego

The work we are proud to show at ACL 2026, with session times so you can find us. A Findings paper on audio-semantic reasoning across accents, a vision-and-language paper that reads the Mixtec codices, and an overall-winning AmericasNLP shared-task submission.

Highrise buildings standing on the left of streetlights and streetlamps with the overhanging roof and tall glass facade of the Colorado Convention Center looming to the right.

DreamingComics Comic Generation Method from CVPR26

New blogpost covering comic generation research from CVPR26

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