A few-shot neuro-symbolic pipeline decomposes policies into logic formulas and evaluates them with three-valued logic, reaching near state-of-the-art accuracy on ShARC without task-specific fine-tuning of its decomposition modules.
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Few-shot Policy (de)composition in Conversational Question Answering
A few-shot neuro-symbolic pipeline decomposes policies into logic formulas and evaluates them with three-valued logic, reaching near state-of-the-art accuracy on ShARC without task-specific fine-tuning of its decomposition modules.