Title
Can LLM-based Financial Investing Strategies Outperform the Market in Long Run? Weixian Li Hyeonjun Kim Mihai Cucuringu Tiejun Ma AIFin 37 0 0 11 May 2025
DeepFund: Will LLM be Professional at Fund Investment? A Live Arena Perspective Changlun Li Yao Shi Yuyu Luo Nan Tang AIFin 47 0 0 24 Mar 2025
Fin-R1: A Large Language Model for Financial Reasoning through Reinforcement Learning Zhaowei Liu X. Guo Fangqi Lou Lingfeng Zeng Jinyi Niu ... Sheng Xu Dezhi Chen Yun Chen Zuo Bai Liwen Zhang ReLM AIFin OffRL AI4TS LRM 41 3 0 20 Mar 2025
A Survey on the Optimization of Large Language Model-based Agents Shangheng Du Jiabao Zhao Jinxin Shi Zhentao Xie Xin Jiang Yanhong Bai Liang He LLMAG LM&Ro LM&MA 128 0 0 16 Mar 2025
Bridging Language Models and Financial Analysis Alejandro Lopez-Lira Jihoon Kwon Sangwoon Yoon Jy-yong Sohn Chanyeol Choi AIFin 36 0 0 14 Mar 2025
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval Yu Zhang Shutong Qiao Jiaqi Zhang Tzu-Heng Lin Chen Gao Y. Li LM&Ro LM&MA 84 0 0 07 Mar 2025
FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting Yifan Hu Yuante Li Peiyuan Liu Yuxia Zhu Naiqi Li Tao Dai Shu-Tao Xia Dawei Cheng Changjun Jiang AI4TS 76 0 0 26 Feb 2025
Position: Standard Benchmarks Fail -- LLM Agents Present Overlooked Risks for Financial Applications Zichen Chen Jiaao Chen Jianda Chen Misha Sra ELM 34 1 0 21 Feb 2025
FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading Guojun Xiong Zhiyang Deng Keyi Wang Yupeng Cao Haohang Li ... Kaleb Smith Xiao-Yang Liu J. Huang Sophia Ananiadou Qianqian Xie AIFin 73 0 0 20 Feb 2025
FinSphere: A Conversational Stock Analysis Agent Equipped with Quantitative Tools based on Real-Time Database Shijie Han Changhai Zhou Yiqing Shen Tianning Sun Yuhua Zhou Xiaoxia Wang Zhixiao Yang Jingshu Zhang Hongguang Li AIFin 26 1 0 08 Jan 2025
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent Haohang Li Yupeng Cao Yangyang Yu Shashidhar Reddy Javaji Zhiyang Deng ... J. Huang Lingfei Qian Xueqing Peng Qianqian Xie Jordan W. Suchow AIFin 41 4 0 24 Dec 2024
A Survey of Financial AI: Architectures, Advances and Open Challenges Junhua Liu AIFin 78 2 0 01 Nov 2024
Building Multi-Agent Copilot towards Autonomous Agricultural Data Management and Analysis Yu Pan Jianxin Sun Hongfeng Yu Joe Luck Geng Bai Nipuna Chamara Yufeng Ge Tala Awada 30 0 0 31 Oct 2024
Automate Strategy Finding with LLM in Quant Investment Zhizhuo Kou Holam Yu Jingshu Peng Lei Chen Lei Chen AIFin 37 5 0 10 Sep 2024
Large Language Model Agent in Financial Trading: A Survey Han Ding Yinheng Li Junhao Wang Hang Chen LLMAG AIFin 12 13 0 26 Jul 2024
When AI Meets Finance (StockAgent): Large Language Model-based Stock Trading in Simulated Real-world Environments Chong Zhang Xinyi Liu Mingyu Jin Zhongmou Zhang Lingyao Li ... Suiyuan Zhu Xiaobo Jin Sujian Li Mengnan Du Yongfeng Zhang AIFin LLMAG 54 8 0 15 Jul 2024
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making Yangyang Yu Zhiyuan Yao Haohang Li Zhiyang Deng Yupeng Cao ... Guojun Xiong Yueru He Jimin Huang Dong Li Qianqian Xie AIFin LLMAG 34 13 0 09 Jul 2024
A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges Yuqi Nie Yaxuan Kong Xiaowen Dong John M. Mulvey H. Vincent Poor Qingsong Wen Stefan Zohren AIFin 38 40 0 15 Jun 2024
Tool Learning with Large Language Models: A Survey Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Jirong Wen LLMAG 31 77 0 28 May 2024
FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models Hongyang Yang Boyu Zhang Neng Wang Cheng Guo Xiaoli Zhang ... Junlin Wang Tianyu Zhou Mao Guan Runjia Zhang Chris Wang AIFin AI4CE 43 10 1 23 May 2024
ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and Personalization Yunxiao Shi Xing Zi Zijing Shi Haimin Zhang Qiang Wu Min Xu RALM 28 16 0 06 May 2024
FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design Yangyang Yu Haohang Li Zhi Chen Yuechen Jiang Yang Li Denghui Zhang Rong Liu Jordan W. Suchow K. Khashanah 42 56 0 23 Nov 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 215 1,701 0 07 Apr 2023
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark A. Kalyan ELM ReLM LRM 207 1,089 0 20 Sep 2022