Marketing Budget Allocation with Offline Constrained Deep Reinforcement Learning. - Tianchi Cai; Jiyan Jiang; Wenpeng Zhang 003; Shiji Zhou; Xierui Song; Li Yu; Lihong Gu; Xiaodong Zeng; Jinjie Gu; Guannan Zhang (WSDM, 2023)

ULMA: Unified Language Model Alignment with Demonstration and Point-wise Human Preference. - Tianchi Cai; Xierui Song; Jiyan Jiang; Fei Teng; Jinjie Gu; Guannan Zhang (CoRR, 2023)

FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering. - Tianchi Cai; Zhiwen Tan; Xierui Song; Tao Sun 018; Jiyan Jiang; Yunqi Xu; Yinger Zhang; Jinjie Gu (KDD, 2024)

Face4Rag: Factual Consistency Evaluation for Retrieval Augmented Generation in Chinese. - Yunqi Xu; Tianchi Cai; Jiyan Jiang; Xierui Song (KDD, 2024)

Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning. - Yinger Zhang; Hui Cai; Xierui Song; Yicheng Chen; Rui Sun; Jing Zheng (NAACL-HLT (Findings), 2024)

Seed-Coder: Let the Code Model Curate Data for Itself. - Yuyu Zhang; Jing Su; Yifan Sun; Chenguang Xi; Xia Xiao; Shen Zheng; Anxiang Zhang; Kaibo Liu; Daoguang Zan; Tao Sun; Jinhua Zhu; Shulin Xin; et al. (CoRR, 2025)