Tag: AI language models
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Why Prompt Injection Defense Wrappers Often Fail
Explore the defense trilemma in AI security and why prompt injection defense wrappers struggle to balance safety, utility, and continuity.
Tracing LLM Narrative Engagement via Story Summaries
Explore how large language models summarize stories compared to humans, revealing key differences in narrative comprehension and attention focus.
Severity-Aware Loss Boosts Arabic Medical Text Generation
Improve Arabic medical text generation with severity-aware weighted loss, enhancing accuracy and safety in clinical AI models.
Efficient Cross-Lingual Transfer in Turkic Low-Resource NLP
Explore parameter-efficient adaptation and cross-lingual transfer techniques for Turkic languages to improve low-resource NLP models.
Reducing Hallucinations in Language Models with Composite Architecture
Explore a novel composite architecture combining instruction refusal and structural gating to reduce hallucinations in large language models effectively.