[论文] Mapping Political-Elite Networks in Europe with a Multilingual Joint Entity-Relation Extraction Pipeline

论文概要

研究领域: NLP
作者: Kirill Solovev, Jana Lasser
发布时间: 2026-06-27
arXiv: 2606.27347

中文摘要

政治精英是否组织成寻租联盟或维持治理的公民网络是比较政治学的核心问题。然而，大规模观察这些复杂、非正式和对抗性联系传统上需要密集的人工编码。我们提出多语言联合实体-关系提取管道，利用开源LLM自动从多语言新闻文本中提取政治精英网络，无需专有API。

原文摘要

Whether political elites organise into rent-seeking coalitions that capture public resources or civic networks that sustain governance is a central question in comparative politics. Yet observing these complex, informal, and adversarial ties at scale has historically required intensive manual coding, while automated text-as-data methods have largely been limited to simple co-occurrence. Recent large language model (LLM) approaches offer a path forward but often rely on proprietary APIs, lack cro...

自动采集于 2026-06-27

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