Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs’ Value Evaluation ACL

Jing Yao | Xiaoyuan Yi | Shitong Duan | Jindong Wang | Yuzhuo Bai | Muhua Huang | Yang Ou | Scarlett Li | Peng Zhang | Tun Lu | Zhicheng Dou | Maosong Sun | James Evans | Xing Xie |

MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark ACL

Qihao Zhao | Yangyu Huang | Tengchao Lv | Lei Cui | Qinzheng Sun | Shaoguang Mao | Xin Zhang | Ying Xin | Qiufeng Yin | Scarlett Li | Furu Wei |

FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation ACL

Wei Li | Xin Zhang | Zhongxin Guo | Shaoguang Mao | Wen Luo | Guangyue Peng | Yangyu Huang | Houfeng Wang | Scarlett Li |