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 | 2024-12 | TradingAgents | Yijia Xiao, et al. | University of California, Los Angeles | [![arXiv](https://img.shields.io/badge/Arxiv-2412.20138-b31b1b.svg?logo=arXiv)](https://arxiv.org/abs/2412.20138)![huggingface](https://img.shields.io/badge/🤗-None-yellow.svg) | TradingAgents: Multi-Agents LLM Financial Trading Framework |
 | 2024-12 | INVESTORBENCH | Haohang Li, et al. | Stevens Institute of Technology | [![arXiv](https://img.shields.io/badge/Arxiv-2412.18174-b31b1b.svg?logo=arXiv)](https://arxiv.org/abs/2412.18174)![huggingface](https://img.shields.io/badge/🤗-None-yellow.svg) | INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent |
 | 2024-11 | FinVision | Sorouralsadat Fatemi, et al. | University of Illinois at Chicago | [![arXiv](https://img.shields.io/badge/Arxiv-2411.08899-b31b1b.svg?logo=arXiv)](https://arxiv.org/abs/2411.08899)![huggingface](https://img.shields.io/badge/🤗-None-yellow.svg) | FinVision: A Multi-Agent Framework for Stock Market Prediction |
+| 2024-11 | FinRpt | Song Jin, Shuqi Li, Shukun Zhang, Rui Yan | Wuhan University | [![arXiv](https://img.shields.io/badge/Arxiv-2511.07322-b31b1b.svg?logo=arXiv)](https://arxiv.org/abs/2511.07322)[![github](https://img.shields.io/github/stars/jinsong8/FinRpt.svg?style=social)](https://github.com/jinsong8/FinRpt)[![huggingface](https://img.shields.io/badge/🤗-Dataset-yellow.svg)](https://huggingface.co/datasets/jinsong8/FinRpt) | FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation (AAAI 2026) |
 | 2024-07 | FinCon | Yangyang Yu, et al. | Stevens Institute of Technology | [![arXiv](https://img.shields.io/badge/Arxiv-2407.06567-b31b1b.svg?logo=arXiv)](https://arxiv.org/abs/2407.06567)[![github](https://img.shields.io/github/stars/The-FinAI/FinCon.svg?style=social)](https://github.com/The-FinAI/FinCon)![huggingface](https://img.shields.io/badge/🤗-None-yellow.svg) | FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making |
 | 2024-05 | FinRobot | Hongyang (Bruce) Yang, et al. | AI4Finance | [![arXiv](https://img.shields.io/badge/Arxiv-2405.14767-b31b1b.svg?logo=arXiv)](https://arxiv.org/abs/2405.14767)[![github](https://img.shields.io/github/stars/AI4Finance-Foundation/FinRobot.svg?style=social)](https://github.com/AI4Finance-Foundation/FinRobot)![huggingface](https://img.shields.io/badge/🤗-None-yellow.svg) | FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models |
 | 2024-02 | FinAgent | Wentao Zhang, et al. | Nanyang Technological University Singapore | [![arXiv](https://img.shields.io/badge/Arxiv-2402.18485-b31b1b.svg?logo=arXiv)](https://arxiv.org/abs/2402.18485)[![github](https://img.shields.io/github/stars/DVampire/FinAgent.svg?style=social)](https://github.com/DVampire/FinAgent)![huggingface](https://img.shields.io/badge/🤗-None-yellow.svg) | FinAgent: A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist |