Evaluating Emotion Arcs Across Languages: Bridging the Global Divide in Sentiment Analysis (2023 · 20 citations)
Emotion arcs trace how sentiment toward a topic, or within a story or population, changes over time. They are widely used, but their accuracy has rarely been checked because true arcs are hard to obtain. The authors address this by building gold arcs from datasets whose individual instances carry human valence…
Age and Affect in Language: How Emotion Expression on Social Media Varies Across Adulthood (2026 · 1 citation)
Psychology research disagrees on how emotional well-being changes over adulthood. Some studies report a U-shape, others an inverted U, and others no change. Most of this evidence comes from surveys, which are small and prone to bias, and it usually measures only valence. The authors offer a corpus-based alternative.…
Linguistic Distancing on Social Media: Indicators of Emotion Regulation Across Age Groups (2026 · 1 citation)
Emotion regulation is closely tied to well-being, and one healthy regulation strategy is stepping back psychologically from events.

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Updated 1 November 2026