University of Florida Data Studio 🐊

The UF Data Studio is home for research projects for all parts of the Data Pipeline. We are passionate about developing new ways humans can interact with their data and understanding the fundamental research issues all along the data pipeline.

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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.

Temporal features in the ML temporal analysis model

Binary Temporality (Past or Future) Detection for News Content

Leveraging textual, numerical, and temporal features for temporality detection.

The Capital Hilton, venue for ICDM 2025 in Washington, D.C.

Why OVO May Work Better Than OVR for Imbalanced Multi-Class Classification

A short blogpost about an ICDM 2025 paper that revisits OVO and OVR under class imbalance, with connections to RISE and urban evaluation work.

An odd statue, a segmented pillar, that stands on the corner of 14th and Curtis Streets in Denver Colorado. Its block-like segments read "ALL TOGETHER NOW"

Life in Denver for CVPR26

A blogpost highlighting my travel to and time in Denver, CO for CVPR 2026

Temporal features in the ML temporal analysis model

Fact vs. Prediction: Decoding the News

Why distinguishing between factual phrases and predictive clauses is critical for public safety and timely decision-making.

The Blue Bear statue outside the Colorado Convention Center looks through an exterior window.

Academic Highlights From CVPR26, Denver

A blogpost highlighting papers on comic understanding and MLLM reasoning from CVPR 2026

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