Rethinking Structured Generation: Can Graph-Based Reasoning Resolve Ambiguity?

arXiv:2610.31681v1 Announce Type: cross Abstract: Structured generation is typically formulated as a deterministic mapping from input to a single structured output. This assumption is fundamentally misaligned with natural language, which often admits multiple