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

Can ChatGPT Forecast Stock Price Movements? Return Predictability and Large Language Models. - Alejandro Lopez-Lira; Yuehua Tang (CoRR, 2023)

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

Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models. - Duanyu Feng; Yongfu Dai; Jimin Huang; Yifang Zhang; Qianqian Xie; Weiguang Han; Alejandro Lopez-Lira; Hao Wang (CoRR, 2023)

Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English. - Xiao Zhang; 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; 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; 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; Yueru He; Mengxi Xiao; Dong Li; Yongfu Dai; Duanyu Feng; Yijing Xu; Haoqiang Kang; et al. (CoRR, 2024)

No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks. - Gang Hu 003; Ke Qin; Chenhan Yuan; Min Peng 002; Alejandro Lopez-Lira; Benyou Wang; Sophia Ananiadou; Wanlong Yu; Jimin Huang; Qianqian Xie (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; Zhengyu Chen; Yueru He; Weiguang Han; Yuzhe Yang 002; Shunian Chen; Yifei Zhang; et al. (CoRR, 2024)

Information Retrieval in Finance: Industry and Academic Perspectives on Innovation. - Chung-Chi Chen 001; Yongjae Lee; Alejandro Lopez-Lira; Chanyeol Choi; Richard McCreadie; Javier Sanz-Cruzado (SIGIR, 2025)

Bridging Language Models and Financial Analysis. - Alejandro Lopez-Lira; Jihoon Kwon; Sangwoon Yoon; Jy-yong Sohn; Chanyeol Choi (CoRR, 2025)

FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation. - Chanyeol Choi; Jihoon Kwon; Jaeseon Ha; Hojun Choi; Chaewoon Kim; Yongjae Lee; Jy-yong Sohn; Alejandro Lopez-Lira (CoRR, 2025)

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance. - Chanyeol Choi; Alejandro Lopez-Lira; Jihoon Kwon; Minjae Kim; Juneha Hwang; Minsoo Ha; Chaewoon Kim; Jaeseon Ha; Suyeol Yun; Jin Kim (CoRR, 2025)

MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation. - Xueqing Peng; Lingfei Qian; Yan Wang; Ruoyu Xiang; Yueru He; Yang Ren; Mingyang Jiang; Jeff Zhao; Huan He; Yi Han; Yun Feng; Yuechen Jiang; et al. (CoRR, 2025)

Your AI, Not Your View: The Bias of LLMs in Investment Analysis. - Hoyoung Lee; Junhyuk Seo; Suhwan Park; Junhyeong Lee; Wonbin Ahn; Chanyeol Choi; Alejandro Lopez-Lira; Yongjae Lee (CoRR, 2025)

FinAgentBench: A Benchmark Dataset for Agentic Retrieval in Financial Question Answering. - Chanyeol Choi; Jihoon Kwon; Alejandro Lopez-Lira; Chaewoon Kim; Minjae Kim; Juneha Hwang; Jaeseon Ha; Hojun Choi; Suyeol Yun; Yongjin Kim; Yongjae Lee (CoRR, 2025)

When Agents Trade: Live Multi-Market Trading Benchmark for LLM Agents. - Lingfei Qian; Xueqing Peng; Yan Wang; Vincent Jim Zhang; Huan He; Hanley Smith; Yi Han; Yueru He; Haohang Li; Yupeng Cao; Yangyang Yu; Alejandro Lopez-Lira; et al. (CoRR, 2025)