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Does Topic Sentiment Cause Perceived Ideology? Comparing Human and LLM Annotations in Political News Articles
Announce Type: new Abstract: We ask whether topic sentiment has a causal effect on perceived political ideology, and whether the answer depends on who assigns the ideology label. Using articles from AllSides, paired with shared sentiment annotations from Llama-3.3-70b-versatile, we compare ideology labels from expert human annotators, GPT-4o-mini (baseline and finetuned), and Llama-3.3-70B. We apply Double Machine Learning (DML) and community-level mediation analysis across all four...
Forecasting Political News Engagement on Social Media
arXiv:2606.04293v1 Announce Type: new Abstract: Understanding how political news consumption changes over time can provide insights into issues such as hyperpartisanship, filter bubbles, and misinformation. To investigate long-term trends of news consumption, we curate a collection of over 60M tweets from politically engaged users over seven years, annotating ~10% with mentions of news outlets and their political leaning. We then train a neural network to forecast the political lean of news...
Latest news bulletin | May 31st, 2026 – Morning
Latest news bulletin | May 31st, 2026 – Morning Copy/paste the link below: Copy/paste the article video embed link below: Updated: Catch up with the most important stories from around Europe and beyond this May 31st, 2026 - latest news, breaking news, World, Business, Entertainment, Politics, Culture, Travel.
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Latest news bulletin | June 8th, 2026 – Evening
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Latest news bulletin | June 10th, 2026 – Evening
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