PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance. - Qianqian Xie; Weiguang Han; Xiao Zhang 060; Yanzhao Lai; Min Peng 002; Alejandro Lopez-Lira; Jimin Huang (NeurIPS, 2023)

PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance. - Qianqian Xie; Weiguang Han; Xiao Zhang 060; Yanzhao Lai; Min Peng 002; Alejandro Lopez-Lira; Jimin Huang (CoRR, 2023)

Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English. - Xiao Zhang 060; Ruoyu Xiang; Chenhan Yuan; Duanyu Feng; Weiguang Han; Alejandro Lopez-Lira; Xiao-Yang Liu; Meikang Qiu; Sophia Ananiadou; Min Peng 002; Jimin Huang; Qianqian Xie (KDD, 2024)

FinBen: A Holistic Financial Benchmark for Large Language Models. - Qianqian Xie; Weiguang Han; Zhengyu Chen; Ruoyu Xiang; Xiao Zhang 060; Yueru He; Mengxi Xiao; Dong Li; Yongfu Dai; Duanyu Feng; Yijing Xu; Haoqiang Kang; et al. (NeurIPS, 2024)

Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English. - Xiao Zhang 060; Ruoyu Xiang; Chenhan Yuan; Duanyu Feng; Weiguang Han; Alejandro Lopez-Lira; Xiao-Yang Liu; Sophia Ananiadou; Min Peng 002; Jimin Huang; Qianqian Xie (CoRR, 2024)

The FinBen: An Holistic Financial Benchmark for Large Language Models. - Qianqian Xie; Weiguang Han; Zhengyu Chen; Ruoyu Xiang; Xiao Zhang 060; Yueru He; Mengxi Xiao; Dong Li; Yongfu Dai; Duanyu Feng; Yijing Xu; Haoqiang Kang; et al. (CoRR, 2024)

Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications. - Qianqian Xie; Dong Li; Mengxi Xiao; Zihao Jiang 012; Ruoyu Xiang; Xiao Zhang 060; Zhengyu Chen; Yueru He; Weiguang Han; Yuzhe Yang 002; Shunian Chen; Yifei Zhang; et al. (CoRR, 2024)

UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models. - Yuzhe Yang 002; Yifei Zhang; Yan Hu; Yilin Guo; Ruoli Gan; Yueru He; Mingcong Lei; Xiao Zhang 060; Haining Wang; Qianqian Xie; Jimin Huang; Honghai Yu; et al. (NAACL (Findings), 2025)