Anoop Singhal
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126
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NLP×1ML×1
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2026
Towards Lightweight Reliability: Using Soft Prompts for Hallucination Mitigation in Large Language Models
The paper introduces Responsible Contrastive Soft Prompting (RCSP), a parameter-efficient method using soft prompts to improve LLM reliability by simultaneously suppressing hallucinations, encouraging abstention, and maintaining factual recall.
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