U.S. economic news sentiment has shifted from a reactive to a persistent process over 45 years, with longer residence times in optimistic or pessimistic regimes.
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The Agenda-Setting Function of Mass Media
3 Pith papers cite this work, alongside 9,031 external citations. Polarity classification is still indexing.
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Empirical study of LLM brand recommendations across industries finds moderate concentration (mean Gini 0.28) and low cross-model agreement (41.6%) on top brands.
LLMs classify Gaza War headlines as strongly negative while fine-tuned Arabic BERT models favor neutral labels, producing measurable non-random divergences in sentiment distributions.
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Stable Sentiment and Persistent Dynamics in U.S. Economic News over 45 Years
U.S. economic news sentiment has shifted from a reactive to a persistent process over 45 years, with longer residence times in optimistic or pessimistic regimes.
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Who Owns the AI Recommendation? A Multi-Industry Empirical Map of Brand Category Ownership Across Large Language Models
Empirical study of LLM brand recommendations across industries finds moderate concentration (mean Gini 0.28) and low cross-model agreement (41.6%) on top brands.
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Sentiment Classification of Gaza War Headlines: A Comparative Analysis of Large Language Models and Arabic Fine-Tuned BERT Models
LLMs classify Gaza War headlines as strongly negative while fine-tuned Arabic BERT models favor neutral labels, producing measurable non-random divergences in sentiment distributions.