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cs.DB2026
From Interpretation to Compilation: A Compilation-Based Execution Engine for Semantic Operator Systems
Wenkai Dong, Yifan Wang
Semantic operators extend data processing with natural-language predicates. Existing semantic operator systems commonly execute these operators through interpretation-based executi…
cs.DB2026
From Interpretation to Compilation: Compilation-Based Execution of Semantic Operators [Vision]
Wenkai Dong, Yifan Wang
Semantic operator systems extend data processing with natural-language interfaces, supporting operations such as semantic filtering, mapping, and joining. Existing systems commonly…
cs.DB2026
Bridge the Last-Mile Gap to Semantic Analytics: Compiling Natural-Language Queries into Semantic Operator Pipelines
Wenkai Dong, Ruyu Li, Sairam Gurajada +1
Automated AI workflows increasingly rely on natural-language reasoning over heterogeneous data, but lack a practical way to execute it through optimized semantic data systems. Rece…