A DSPy-orchestrated LLM plus Answer Set Programming pipeline reports 82% average accuracy on StepGame and 69% on SparQA, well above direct prompting baselines.
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Dspy-based Neural-Symbolic Pipeline to Enhance Spatial Reasoning in LLMs
A DSPy-orchestrated LLM plus Answer Set Programming pipeline reports 82% average accuracy on StepGame and 69% on SparQA, well above direct prompting baselines.