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The paper redefines faithfulness evaluation as a context-aware "alignment-then-labeling" problem: first identify phrase-level correspondences between informal and formal statements, then assign a faithfulness label to each pair under explicitly given contextual interpretations and assumptions.
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50%
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Long-term
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10/14/2026
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UnverifiedThe self-check standard proposed in the article is to judge whether the content has been personally understood and reviewed, and whether one is willing to be accountable for every sentence.72% similarUnverified形式化验证很重要但同行长期审查同样重要,两者是判断证明真伪的互补权衡68% similarUnverifiedOne should first define unified quality assertion semantics, then work backward to choose between a converging framework or unified reporting, rather than selecting tools first.68% similar
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