A new taxonomy of malicious actor activities in OSNs is developed via expert collaboration and literature review, then applied to an anti-migration discourse case study.
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3 Pith papers cite this work. Polarity classification is still indexing.
years
2026 3verdicts
UNVERDICTED 3representative citing papers
Off-the-shelf LLMs underproduce hate speech and show model-specific biases relative to real Spanish news audience reactions, with fine-tuning yielding uneven improvements across models.
RAGEAR improves course recommendation ranking by fusing transcript retrieval with symbolic knowledge graph filtering and a custom aggregation function over a transcript-only baseline.
citing papers explorer
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Behind the Mask: A Taxonomic Analysis of Activities in Online Social Networks
A new taxonomy of malicious actor activities in OSNs is developed via expert collaboration and literature review, then applied to an anti-migration discourse case study.
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Evaluating the Realism of LLM-powered Social Agents: A Case Study of Reactions to Spanish Online News
Off-the-shelf LLMs underproduce hate speech and show model-specific biases relative to real Spanish news audience reactions, with fine-tuning yielding uneven improvements across models.
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RAGEAR: Retrieval-Augmented Graph-Enhanced Academic Recommender
RAGEAR improves course recommendation ranking by fusing transcript retrieval with symbolic knowledge graph filtering and a custom aggregation function over a transcript-only baseline.