HotComment is a new multimodal benchmark that quantifies online comment popularity via content quality assessment, interaction-based prediction, and agent-simulated user engagement, accompanied by the StyleCmt stylistic model.
What Makes Online Content Go Viral?
2 Pith papers cite this work. Polarity classification is still indexing.
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Uncertain posts on X receive 82% more replies than certain posts, replicating the uncertainty-reply asymmetry in English across policy, inflation, and electoral topics.
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HotComment: A Benchmark for Evaluating Popularity of Online Comments
HotComment is a new multimodal benchmark that quantifies online comment popularity via content quality assessment, interaction-based prediction, and agent-simulated user engagement, accompanied by the StyleCmt stylistic model.
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Linguistic Uncertainty and Reply Engagement on X: A Cross-Domain Replication of the Uncertainty-Reply Asymmetry
Uncertain posts on X receive 82% more replies than certain posts, replicating the uncertainty-reply asymmetry in English across policy, inflation, and electoral topics.