Exploring Lightweight Large Language Models for Court View Generation

In three linesSystematic study of lightweight LLMs (<2B parameters) for criminal court view generation and charge prediction. Development of CVGEvalKit, an evaluation framework with 3 public datasets. Comparison of architectures, model sizes, and direct prediction vs. intermediate generation approaches.

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