LLM+ASP framework enables task-agnostic nonmonotonic reasoning by having LLMs generate and self-correct ASP programs using solver feedback, outperforming SMT alternatives on diverse benchmarks.
This is often done with a **choice rule**
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LLMs as ASP Programmers: Self-Correction Enables Task-Agnostic Nonmonotonic Reasoning
LLM+ASP framework enables task-agnostic nonmonotonic reasoning by having LLMs generate and self-correct ASP programs using solver feedback, outperforming SMT alternatives on diverse benchmarks.