Papers › Relational decomposition for program synthesis

Relational decomposition for program synthesis

22 Aug 2024arXiv:2408.12212archive 2025-07-28

Céline Hocquette, Andrew Cropper

We introduce a novel approach to program synthesis that decomposes complex functional tasks into simpler relational synthesis sub-tasks. We demonstrate the effectiveness of our approach using an off-the-shelf inductive logic programming (ILP) system on three challenging datasets. Our results show that (i) a relational representation can outperform a functional one, and (ii) an off-the-shelf ILP system with a relational encoding can outperform domain-specific approaches.

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