We Can Detect Your Bias: Predicting the Political Ideology of News Articles

EMNLP 2020, pp. 4982-4991, 2020.

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We explore the task of predicting the leading political ideology or bias of news articles

Abstract:

We explore the task of predicting the leading political ideology or bias of news articles. First, we collect and release a large dataset of 34,737 articles that were manually annotated for political ideology –left, center, or right–, which is well-balanced across both topics and media. We further use a challenging experimental setup where...More

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