Papers by Duo Shi
Mitigating Legal Hallucinations via Symbolic Constraints and Analogical Precedents (2026.acl-long)
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| Challenge: | Existing methods for finetuning and retrieval-augmented generation suffer from hallucination risk and semantic drift. |
| Approach: | They propose a framework for a dual-retriever based on the legal syllogism and the nature of different legal data. |
| Outcome: | The proposed framework mitigates hallucinations while improving explainability of legal reasoning. |