A two-dimensional persona simulation framework generates harmful content that is more challenging to detect and comparably diverse to human-curated datasets for robust evaluation of detection systems.
For example, posting major spoilers about a newly released movie in unrelated threads or pretending to be unaware while deliberately spoiling content to appear innocent
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Beyond Static Benchmarks: Synthesizing Harmful Content via Persona-based Simulation for Robust Evaluation
A two-dimensional persona simulation framework generates harmful content that is more challenging to detect and comparably diverse to human-curated datasets for robust evaluation of detection systems.