data systems 1embedding space 1llm compilation 1modality specialist fusion 1multi-modal rehearsal 1omni-modal retrieval 1program synthesis 1projector drift 1query processing 1semantic operators 1
From the 2 of 11 linked papers with an AI index.
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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
The paper proposes generating deterministic executable code from LLMs once during a compilation step, enabling faster execution of semantic filter, map, and join operators without…
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…