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Compilation of Aggregates in ASP Systems

AAAI 2022 · Large language models › Agents, code and math · approach: LLM-guided program synthesis · 9 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Compile aggregate-containing subprograms into propagatorsWASP · Component Assignmentsolved instances: 70 -> 188Helped
Compile aggregate-containing subprograms into propagatorsWASP · Component Assignmentsum runtime (s): 15325.81 -> 56137.2Hurt
Compile aggregate-containing subprograms into propagatorsWASP · Dynamic In-Degree Countingsum runtime (s): 1374.6 -> 48.0Helped
Compile aggregate-containing subprograms into propagatorsWASP · Exponential-Savesolved instances: 6 -> 21Helped
Compile aggregate-containing subprograms into propagatorsWASP · Motivating benchmark (k=7000)runtime (s): 58.31 -> 1.44Helped

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