AI RESEARCH

AppellateGen: A Benchmark for Appellate Legal Judgment Generation

arXiv CS.LG

ArXi:2601.01331v3 Announce Type: replace-cross Legal judgment generation is a critical task in legal intelligence. However, existing research in legal judgment generation has predominantly focused on first-instance trials, relying on static fact-to-verdict mappings while neglecting the dialectical nature of appellate (second-instance) review. To address this, we