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2024 / Research engine

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Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

What it contributes

Natural-language specifications for filtering, joining, sorting and aggregation, with optimized implementations evaluated against a reference algorithm.

How to read the evidence

Accuracy guarantees are relative to a chosen gold algorithm; they are not guarantees of factual correctness.

We checked the primary publication record and abstract. This profile summarizes author-reported work; it does not claim a full-paper audit, implementation audit, or independent reproduction.

Explore the connections

Semantic operatorsQuality constraintsCascades