通过对六组程序语料的对称审计,发现合并关系类型会导致组件坍塌。
A Symmetric Layer-Union Audit of Component Collapse in Hierarchical Procedural Corpora
- 在六组语料中对内容近似层与容器层进行对称审计
- 两组语料在合并后出现组件坍塌,其他四组未见此现象
- 揭示了关系合并导致结构失效的边界条件,适合研究语料结构稳定性者阅读
通过内容近似层、共容器层及其并集在六个固定层级程序语料中的对称审计,发现尽管单层可保持分离,但合并后部分语料(如MyFixit和Doc2Dial)出现组件坍塌。该现象在六组中仅出现在两组,属于特定构造面板的结果,非普遍估计。虽发现桥接特征预测因子与联合密度控制相关,但未区分具体机制。二次诊断限定了阈值敏感性、标注覆盖率和词汇线索的解释范围,不外推至其他场景。论文贡献在于提供有界测量与审计:保持关系族可见性,对个体与联合结构进行对称评估,并报告负结果与机制边界,未提出新分割算法或普遍因果结论。
原文摘要 · Abstract (English)
Component-disjoint leakage control can group corpus units by content similarity, hierarchical membership, or both. Guvenilir and Dogan previously showed that merging relation types can create a giant component that obstructs splitting; we do not claim this phenomenon as new. We examine it through a symmetric audit of a content-near-duplicate layer, a common-container layer, and their union in a fixed panel of six hierarchical procedural corpora. MyFixit and Doc2Dial exhibit the individual-layer-pass/union-fail pattern under the same operational criteria. The resulting two-of-six fraction describes this deliberately constructed panel and is not a prevalence estimate. A prespecified bridge-specific predictor is associated with the pattern, but it is not distinguished from a registered union-density control; the panel therefore does not identify a bridge-specific mechanism. Secondary diagnostics bound the interpretation of threshold sensitivity, annotation coverage, and lexical cues without extending those findings beyond their recorded sources and definitions. The paper's contribution is a bounded measurement and audit: it keeps relation families visible, evaluates their individual and union component structures symmetrically, and reports negative cases and mechanism limits. It proposes neither a new splitting algorithm nor a general causal claim about relation unions.
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