AI RESEARCH

Exploring Lightweight Large Language Models for Court View Generation

arXiv CS.CL

ArXi:2605.16770v1 Announce Type: new Criminal Court View Generation (CVG) is a critical task in Legal Artificial Intelligence (Legal AI), involving the generation of court view based on case facts. In this work, we systematically explore the capabilities of lightweight (smaller than 2B) large language models (LLMs) in CVG and their impact on charge prediction. Our study addresses four key questions: (1) how does different architecture of LLMs affect the CVG quality and charge prediction.