Beyond the Training Distribution: Mapping Generalization Boundaries in Neural Program Synthesis
arXiv:2604.27551v1 Announce Type: new
Abstract: Large-scale transformers achieve impressive results on program synthesis benchmarks, yet their true generalization capabilities remain obscured by data contamination and opaque training corpora. To rigor…