一作ACL 2026Poster· Natural Language Processing
League of LLM s: A Benchmark-Free Paradigm for Mutual Evaluation of Large Language Models
Qianhong Guo · Wei Xie · Xiaofang Cai · Enze Wang · Shuoyoucheng Ma · Xiaobing Sun · Tian Xia · Kai Chen · Xiaofeng Wang · Baosheng Wang
摘要
Although large language models (LLMs) have shown exceptional capabilities across a wide range of tasks, reliable evaluation remains a critical challenge due to data contamination, opaque operation, and subjective preferences. To address these issues, we propose League of LLMs (LOL), a novel bench...