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Solver-Aware Decompositions for Programming-by-Example: When Dividing Requires Knowing how to Conquer

Solver-Aware Decomposition trains PBE decomposers via synthesizer feedback, showing ground-truth subgoal alignment does not improve synthesis and optimizing for solver tractability yields consistent accuracy gains.

Janis Zenkner, Tobias Sesterhenn, Tim Grams, Christian Bartelt

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 14 of 20 reviewers recommend it
lenient 4/5
medium 9/10
strict 1/5