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cs.HC2026
Working Through Representation: Malleable Workspaces for Human-Agent Knowledge Work
Nan Chen, Long Ling, Luna K. Qiu +2
Generative AI supports knowledge work, yet conversational histories may not capture the evolving organization that guides subsequent action. We introduce the Malleable Workspace, a…
cs.HC2025
Prompt Orchestration Markup Language
Yuge Zhang, Nan Chen, Jiahang Xu +1
Large Language Models (LLMs) require sophisticated prompting, yet current practices face challenges in structure, data integration, format sensitivity, and tooling. Existing method…
cs.HC2024★ 1 cited
VisEval: A Benchmark for Data Visualization in the Era of Large Language Models
Nan Chen, Yuge Zhang, Jiahang Xu +2
Translating natural language to visualization (NL2VIS) has shown great promise for visual data analysis, but it remains a challenging task that requires multiple low-level implemen…