Prompted foundation models plus symbolic programs can match or approach trained neuro-symbolic systems on several reasoning benchmarks, but the empirical support is uneven and the position restates known ideas.
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The Road to Generalizable Neuro-Symbolic Learning Should be Paved with Foundation Models
Prompted foundation models plus symbolic programs can match or approach trained neuro-symbolic systems on several reasoning benchmarks, but the empirical support is uneven and the position restates known ideas.