MAIR: A Massive Benchmark for Evaluating Instructed Retrieval. - Weiwei Sun 001; Zhengliang Shi; Wu Long; Lingyong Yan; Xinyu Ma; Yiding Liu; Min Cao; Dawei Yin; Zhaochun Ren (EMNLP, 2024)

USHB: A Unified Framework for Simulating Human Behaviors in Agent Society through User-and-Item Modeling: Unified Framework for Simulating Human Behaviors. - Renhuo Zhao; Hailong Yang 001; Mingxian Gu; Jianqi Wang; Wu Long; Zhaohong Deng (WWW (Companion Volume), 2025)