Tag: Hallucination Mitigation
All the articles with the tag "Hallucination Mitigation".
-
Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement
Published: at 04:29 PM
71.89 🤔本文提出动态参数化RAG框架DyPRAG，通过训练一个轻量级参数翻译器在测试时动态转换文档为参数知识，显著降低成本、提升泛化能力和缓解RAG幻觉问题。
-
LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge
Published: at 04:31 PM 51.20 🤔本文提出 LLM-ENHANCER 系统，通过合并多个在线数据来源并使用向量嵌入减少大型语言模型的幻觉，提高响应准确性，同时保持自然性和经济性。