VietLegalLM: Progressive Legal Expertise Through Synthetic Comprehension and Reinforcement Learning
This work presents vilaw-bench, a novel evaluation benchmark tailored for Vietnamese statute-based legal reasoning that assesses cognitive abilities from basic knowledge retrieval to complex legal interpretation, and proposes a multi-stage training framework that progressively builds legal expertise through four phases...