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坦率地说:该公司在国会沟通中维护选举诚信

arXiv:2610.36187v1 发布类型:新 摘要:选举诚信是美国政治中的一项共同承诺,但国会中的民主党和共和党对其所指代的内涵却日益迥异。通过对2010年至2025年间发送的10,420份国会电子通讯进行分析,我们考察了两党如何援引诸如“`integrity,'' ``security,'' and `”欺诈等选举相关术语。借助历时性词嵌入技术——该技术通过追踪词语在语境中的使用方式来捕捉语义变化——我们衡量了两党对每个术语的不同用法、各自的语义偏移程度,以及它们是否拥有相近的语义邻域。研究结果表明,国会议员并不需要使用不同的词汇来讲述关于选举的不同故事;他们只需将这些相同的词汇置于不同的语境之中即可。几乎在每一个术语和每一年……

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arXiv:2610.36187v1 Announce Type: new

Abstract: Election integrity is a shared commitment in American politics, but Democrats and Republicans in Congress increasingly mean different things by it. Analyzing 10,420 congressional e-newsletters sent from 2010 to 2025, we examine how the two parties invoke election terms such as ``integrity,'' ``security,'' and ``fraud.'' Using diachronic word embeddings, which track semantic change through how words are used in context, we measure how differently each party uses each term, how much each party shifts, and whether they share nearest semantic neighbors. We show that members of Congress do not need different words to tell different stories about elections. They need only place those same words in different company. Across nearly every term and year, the two parties surround election-integrity vocabulary with entirely different words. That divergence is easy to miss, because most election vocabulary is no more divergent than other words used at roughly the same frequency, and neither party's usage shifted more than the other's. Only a subset of terms grew more divergent, most notably ``certification,'' while ``rigged'' and ``stolen'' entered election discourse after 2020 and polarized there. By 2024, Democrats surround ``voter,'' ``election,'' and ``integrity'' with the language of access and administration. Republicans surround the same terms with ``citizenship verification,'' ``noncitizen voting,'' and ``border security.'' For one party, integrity means protecting eligible voters' ability to cast a ballot. For the other, it means protecting the electoral process from illegitimate ballots. Election officials, who must administer a single system under both definitions, inherit this tension.

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