PLAWBENCH : A Rubric-Based Benchmark for Evaluating LLM s in Real-World Legal Practice
Yuzhen Shi · Huanghai Liu · Yiran HU · Song Gaojie · Xu Xinran · Yubo Ma · Tianyi Tang · Li Zhang · Qingjing Chen · Feng Di · Wenbo Lv · Weiheng Wu · Kexin Yang · Sen Yang · Wei Wang · Rongyao Shi · Qiu Yuanyang · Yuemeng Qi · Zhang Jingwen · Sui Xiaoyu · Yifan Chen · Zhang Yi · An Yang · Bowen Yu · Dayiheng Liu · Junyang Lin · Weixing Shen · Bing Zhao · Charles L. A. Clarke · HU WEI
摘要
As large language models (LLMs) are increasingly applied to legal domain-specific tasks, evaluating their ability to perform legal work in real-world settings has become essential. However, existing legal benchmarks rely on simplified and highly standardized tasks, failing to capture the ambiguit...