3 papers
cs.HC2026
IntentLint: Supporting Intent Scaffolding and Prompt-time Linting in Human-AI Collaborative Data Analysis
Felicia Li Feng, Jian Zhao, Anamaria Crisan
In human-AI collaborative data analysis, as analyses rapidly evolve, the artifacts meant to capture shared understanding often become incomplete or difficult to interpret, leading…
cs.CL2026
The Trust Paradox: How CS Researchers Engage LLM Leaderboards
Pouya Sadeghi, Anamaria Crisan, Jimmy Lin
Large language model (LLM) leaderboards rank AI models using standardized benchmarks and have become highly visible across computer science, despite known limitations in their reli…
cs.HC2025
Probing the Visualization Literacy of Vision Language Models: the Good, the Bad, and the Ugly
Lianghan Dong, Anamaria Crisan
Vision Language Models (VLMs) demonstrate promising chart comprehension capabilities. Yet, prior explorations of their visualization literacy have been limited to assessing their r…