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Hang Chang

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#natural language process... Preprint Oct 2026

Where LLMs Fail with Visualization DSLs

As LLMs take up the role of authoring charts using visualization domain-specific languages (DSLs), the human constraints that shaped those languages may no longer apply, as what is easy for a person is not necessarily easy for a model. To understand how LLMs might work better with DSLs, we explore where and how they fa...

Hang Chang, Andrew M. Mcnutt, Katherine E. Isaacs · 0 citations

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