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cs.AI2026
The Silent Failures in Agentic Data Science
Xue Li, Hongqian Xia, Daniel Gomm +3
Large language models have significantly lowered the barrier to writing code. Naturally, this has also led to the development of data science agents that promise automating the des…
cs.AI2025
Are We Asking the Right Questions? On Ambiguity in Natural Language Queries for Tabular Data Analysis
Daniel Gomm, Cornelius Wolff, Madelon Hulsebos
Natural language interfaces to tabular data must handle ambiguities inherent to queries. Instead of treating ambiguity as a deficiency, we reframe it as a feature of cooperative in…