Qian, Lingfei

1. INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
   2024/12/24 by Haohang Li, Li, Haohang, Yupeng Cao +26 · 14 citations
   Business, Management and Accounting · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Computational Engineering #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #FinTech, Crowdfunding, Digital Finance #Finance #Financial Distress and Bankruptcy Prediction #Insurance and Financial Risk Management #and Science (cs.CE)
2. Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance
   2025/02/12 by Lingfei Qian, Qian, Lingfei, Weipeng Zhou +10 · 13 citations
   Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
3. Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications
   2024/08/20 by Jimin Huang, Mengxi Xiao, Huang, Jimin +76 · 7 citations
   Decision Sciences · Business, Management and Accounting · Computer Science · #Stock Market Forecasting Methods #FinTech, Crowdfunding, Digital Finance #Mathematics, Computing, and Information Processing
4. Retrieval-augmented Large Language Models for Financial Time Series Forecasting
   2025/02/09 by Mengxi Xiao, Xiao, Mengxi, Zihao Jiang +22 · 8 citations
   Decision Sciences · Computer Science · #Stock Market Forecasting Methods #Advanced Text Analysis Techniques #Time Series Analysis and Forecasting
5. MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application
   2025/06/16 by Peng, Xueqing, Qian, Lingfei, Wang, Yan +44 · 6 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance
   2025/02/26 by Peng, Xueqing, Papadopoulos, Triantafillos, Soufleri, Efstathia +7 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. FinTagging: Benchmarking LLMs for Extracting and Structuring Financial Information
   2025/05/27 by Yan Wang, Wang, Yan, Lingfei Qian +28 · 5 citations
   Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #Finance #Financial Reporting and XBRL #and Science (cs.CE)