RealToxicityPrompts
PulseAugur coverage of RealToxicityPrompts — every cluster mentioning RealToxicityPrompts across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New TARGRS framework detoxifies LLMs and LVLMs with minimal impact
Researchers have developed a new test-time framework called TARGRS to reduce toxic content generation in Large Language Models (LLMs). This method guides representation sampling by learning from transitions between toxi…
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New methods enhance LLM steering for behavior control · 2 sources tracked
Two new research papers introduce novel methods for steering large language models to suppress undesired behaviors. GAPS (Gated Activation steering via Posterior and Separability) employs dimension-level gates to select…
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Open-source safety guard models evaluated; smaller Qwen Guard leads in recall
A new research paper evaluates 14 open-source safety guard models using a benchmark of over 79,000 samples across eight safety categories. The study found that model size does not correlate with safety detection perform…