BriefGPT.xyz
Sep, 2018
新闻文章政治意识形态检测的多视角模型
Multi-view Models for Political Ideology Detection of News Articles
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Vivek Kulkarni, Junting Ye, Steven Skiena, William Yang Wang
TL;DR
本文提出了一种基于关注机制的多角度模型，利用文本、标题、内容以及链接结构等多种视角识别新闻文章所展现出的政治意识形态，实验证明该模型在自然语言处理的表示学习和网络科学中的进展方面，比现有的基线模型在F1得分上提高了10个百分点。
Abstract
A news article's title, content and link structure often reveal its
political ideology
. However, most existing works on automatic
political ideology
detection only leverage textual cues. Drawing inspiration from
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