How Much Do Legal RAG Systems Still Hallucinate?

• 类型：arxiv
• 标识：2608.14210
• 链接：http://arxiv.org/abs/2608.14210v1
• 主分类：rag
• 形态：method
• 被引：0
• 被引来源：Semantic Scholar
• S2被引：0
• 影响力被引：0
• TLDR：A fine-grained analysis of hallucination behavior in eight legal RAG systems across two legal corpora, the GDPR and a national civil law, finds that false-premise questions, containing incorrect assumptions that must be rejected, produce high hallucination rates on the manually-drafted questions.
• 待LLM分类：否
• 标题中文：法律 RAG 系统仍在多大程度上产生幻觉？
• TLDR中文：对八个法律 RAG 系统在 GDPR 和某国国内民法两个法律语料上的幻觉行为进行细粒度分析，发现含有错误假设的 false-premise 问题在人工编写问题上产生高幻觉率。
• 来源文件：
• /inbox/tom/_candidates/2026-08-17-agent-rag-longcontext-candidates.json
• /inbox/tom/_candidates/2026-08-18-agent-rag-longcontext-candidates.json
• [S2 enrich]