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cs.CL2026
AptMQL-Bench: From Text-to-SQL to Text-to-MQL via Access-Pattern Schema Design and Data-Preserving Migration
Hy Nguyen, Nabi Rezvani, Robin Vujanic
Document databases such as MongoDB are core infrastructure for modern applications, and natural-language interfaces to them---text-to-MQL---would let non-experts query complex, sem…
cs.LG2026
Autoregressive Synthesis of Sparse and Semi-Structured Mixed-Type Data
Thomas Rückstieß, Robin Vujanic
Synthetic data generation is an important capability for privacy-preserving data sharing, system benchmarking and test data provisioning. For mixed-type data, existing synthesizers…