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#social-media-safety News & Analysis

2 articles tagged with #social-media-safety. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv – CS AI · May 296/10
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TANDEM: Temporal-Aware Neural Detection for Multimodal Hate Speech

TANDEM introduces a unified framework for detecting hate speech in multimodal content by combining audio, visual, and textual analysis with temporal grounding. The system achieves 30% improvement over existing methods in target identification while providing interpretable, actionable evidence for human moderators rather than functioning as a black box.

AINeutralarXiv – CS AI · May 45/10
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Directed Social Regard: Surfacing Targeted Advocacy, Opposition, Aid, Harms, and Victimization in Online Media

Researchers introduce Directed Social Regard (DSR), an NLP framework that detects and scores mixed sentiment targets in online messages across multiple dimensions. Unlike traditional sentiment analysis tools that classify text as simply positive or negative, DSR identifies specific targets of both pro-social and anti-social sentiments within the same message, with applications to analyzing influence operations and political rhetoric.