FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design

23 November 2023

Papers citing "FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design"

38 / 38 papers shown

Title
LLM Agents Are Hypersensitive to Nudges Manuel Cherep Pattie Maes Nikhil Singh 2 0 0 16 May 2025
Navigating the Alpha Jungle: An LLM-Powered MCTS Framework for Formulaic Factor Mining Yu Shi Yitong Duan Jian Li 17 0 0 16 May 2025
Time Travel is Cheating: Going Live with DeepFund for Real-Time Fund Investment Benchmarking Changlun Li Yao Shi Chen Wang Qiqi Duan Runke Ruan Weijie Huang Haonan Long Lijun Huang Yuyu Luo Nan Tang AIFin 29 0 0 16 May 2025
Can LLM-based Financial Investing Strategies Outperform the Market in Long Run? Weixian Waylon Li Hyeonjun Kim Mihai Cucuringu Tiejun Ma AIFin 49 0 0 11 May 2025
Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory Prateek Chhikara Dev Khant Saket Aryan Taranjeet Singh Deshraj Yadav LLMAG RALM 181 0 0 28 Apr 2025
Agent Guide: A Simple Agent Behavioral Watermarking Framework Kaibo Huang Zhongliang Yang Linna Zhou 43 0 0 08 Apr 2025
A Survey of Scaling in Large Language Model Reasoning Zihan Chen Song Wang Zhen Tan Xingbo Fu Zhenyu Lei Peng Wang Huan Liu Cong Shen Jundong Li LRM 88 0 0 02 Apr 2025
DeepFund: Will LLM be Professional at Fund Investment? A Live Arena Perspective Changlun Li Yao Shi Yuyu Luo Nan Tang AIFin 57 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 50 5 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 238 1 0 16 Mar 2025
Bridging Language Models and Financial Analysis Alejandro Lopez-Lira Jihoon Kwon Sangwoon Yoon Jy-yong Sohn Chanyeol Choi AIFin 44 0 0 14 Mar 2025
Exposing Product Bias in LLM Investment Recommendation Yuhan Zhi Xiaoyu Zhang Longtian Wang Shumin Jiang Shiqing Ma Xiaohong Guan Chao Shen 58 0 0 11 Mar 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 192 1 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 37 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 60 5 0 24 Dec 2024
Enhancing Investment Analysis: Optimizing AI-Agent Collaboration in Financial Research Xuewen Han Neng Wang Shangkun Che Hongyang Yang Kunpeng Zhang S. Xu AIFin 31 3 0 07 Nov 2024
Multi-Agents are Social Groups: Investigating Social Influence of Multiple Agents in Human-Agent Interactions Tianqi Song Yugin Tan Zicheng Zhu Yibin Feng Yi-Chieh Lee AI4CE 37 2 0 07 Nov 2024
Interacting Large Language Model Agents. Interpretable Models and Social Learning Adit Jain Vikram Krishnamurthy LLMAG 37 0 0 02 Nov 2024
AI in Investment Analysis: LLMs for Equity Stock Ratings Kassiani Papasotiriou Srijan Sood Shayleen Reynolds T. Balch AIFin 36 0 0 30 Oct 2024
Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval Le Huang Hengzhi Lan Zijun Sun Chuan Shi Ting Bai 172 0 0 30 Oct 2024
FinVision: A Multi-Agent Framework for Stock Market Prediction Sorouralsadat Fatemi Yuheng Hu AIFin 29 4 0 29 Oct 2024
Exploring the Readiness of Prominent Small Language Models for the Democratization of Financial Literacy Tagore Rao Kosireddy Jeffrey D. Wall Evan Lucas 34 1 0 09 Oct 2024
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents Hanrong Zhang Jingyuan Huang Kai Mei Yifei Yao Zhenting Wang Chenlu Zhan Hongwei Wang Yongfeng Zhang AAML LLMAG ELM 51 22 0 03 Oct 2024
Automate Strategy Finding with LLM in Quant Investment Zhizhuo Kou Holam Yu Jingshu Peng Lei Chen Lei Chen AIFin 50 6 0 10 Sep 2024
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications Qianqian Xie Dong Li Mengxi Xiao Zihao Jiang Ruoyu Xiang ... Benyou Wang Alejandro Lopez-Lira Qianqian Xie Sophia Ananiadou Junichi Tsujii AIFin AI4TS 35 15 0 20 Aug 2024
L3iTC at the FinLLM Challenge Task: Quantization for Financial Text Classification & Summarization Elvys Linhares Pontes Carlos-Emiliano González-Gallardo Mohamed Benjannet Caryn Qu A. Doucet 26 1 0 06 Aug 2024
Richelieu: Self-Evolving LLM-Based Agents for AI Diplomacy Zhenyu Guan Xiangyu Kong Fangwei Zhong Yizhou Wang 36 6 0 09 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 42 14 0 09 Jul 2024
CatMemo at the FinLLM Challenge Task: Fine-Tuning Large Language Models using Data Fusion in Financial Applications Yupeng Cao Zhiyuan Yao Zhi Chen Zhiyang Deng 28 1 0 02 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 45 42 0 15 Jun 2024
GuardAgent: Safeguard LLM Agents by a Guard Agent via Knowledge-Enabled Reasoning Zhen Xiang Linzhi Zheng Yanjie Li Junyuan Hong Qinbin Li ... Zidi Xiong Chulin Xie Carl Yang Dawn Song Bo Li LLMAG 45 23 0 13 Jun 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 45 10 1 23 May 2024
ECC Analyzer: Extract Trading Signal from Earnings Conference Calls using Large Language Model for Stock Performance Prediction Yupeng Cao Zhi Chen Qingyun Pei Nathan Jinseok Lee K. P. Subbalakshmi Papa Momar Ndiaye AIFin 25 3 0 29 Apr 2024
A Survey on the Memory Mechanism of Large Language Model based Agents Zeyu Zhang Xiaohe Bo Chen Ma Rui Li Xu Chen Quanyu Dai Jieming Zhu Zhenhua Dong Ji-Rong Wen LLMAG KELM 42 107 0 21 Apr 2024
RiskLabs: Predicting Financial Risk Using Large Language Model based on Multimodal and Multi-Sources Data Yupeng Cao Zhi Chen Prashant Kumar Qingyun Pei Yangyang Yu Haohang Li Fabrizio Dimino Lorenzo Ausiello K. P. Subbalakshmi Papa Momar Ndiaye 35 0 0 11 Apr 2024
A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist Wentao Zhang Lingxuan Zhao Haochong Xia Shuo Sun Jiaze Sun ... Yilei Zhao Xinyu Cai Longtao Zheng Xinrun Wang Bo An AIFin 43 35 0 28 Feb 2024
FinBen: A Holistic Financial Benchmark for Large Language Models Qianqian Xie Weiguang Han Zhengyu Chen Ruoyu Xiang Xiao Zhang ... Yanzhao Lai Hao Wang Min Peng Sophia Ananiadou Jimin Huang AIFin 48 33 0 20 Feb 2024
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 232 1,754 0 07 Apr 2023