italian-tax-courts

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From Judgments to Issues: Structured Extraction of Legal Reasoning with Citation-Hallucination Control

arXiv cs.CL · 2026-07-07 Cached

This paper presents an automated pipeline that uses the DeepSeek V3 model to decompose Italian tax-court judgments into individual legal issues structured in XML following the IRAC framework, and includes a hallucination-detection filter using the Linkoln parser to validate citations, validated by expert annotators.

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