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most citedAnnotator in the Loop: A Case Study of In-Depth Rater Engagement to Create a Bridging Benchmark Dataset

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cs.CL2026

Directed Social Regard: Surfacing Targeted Advocacy, Opposition, Aid, Harms, and Victimization in Online Media

Scott Friedman, Ruta Wheelock, Sonja Schmer-Galunder +6

The language in online platforms, influence operations, and political rhetoric frequently directs a mix of pro-social sentiment (e.g., advocacy, helpfulness, compassion) and anti-s…