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Recent advancements have underscored the potential of large language model (LLM)-based agents in financial decision-making.
Finbert: Financial sentiment analysis with pre-trained language models
Dogu Araci. 2019 · 1908
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Volatility tests and efficient markets: A review essay
John H. Cochrane. 1988 · 1988
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The sharpe ratio
William F. Sharpe. 1994 · 1994
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Stochastic optimal control: the discrete-time case , volume 5
Dimitri Bertsekas and Steven E Shreve. 1996 · 1996
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Downside risk
Andrew Ang and Joseph Chen. 2003 · 2003
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Finbert: A pretrained language model for financial communications
Yi Yang, Mark Christopher Siy Uy, and Allen Huang. 2020 · 2006
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Risk Management and Financial Institutions
John Hull. 2007 · 2007
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Replication and analysis of ebbinghaus’ forgetting curve
Jaap MJ Murre and Joeri Dros. 2015 · 2015
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Exchange-traded funds and the new dynamics of investing
Ananth N Madhavan. 2016 · 2016
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Adaptive quantitative trading: An imitative deep reinforcement learning approach
Yang Liu, Qi Liu, Hongke Zhao, Zhen Pan, and Chuanren Liu. 2020 · 2020
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Finbert: A pre-trained financial language representation model for financial text mining
Zhuang Liu, Degen Huang, Kaiyu Huang, Zhuang Li, and Jun Zhao. 2021 · 2021
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Trade the event: Corporate events detection for news-based event-driven trading
Zhihan Zhou, Liqian Ma, and Han Liu. 2021 · 2021
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Deep reinforcement learning approach for trading automation in the stock market
Taylan Kabbani and Ekrem Duman. 2022 · 2022
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Introducing chatgpt
OpenAI. 2022 · 2022
Cited alongside, same era.
When flue meets flang: Benchmarks and large pre-trained language model for financial domain
Raj Sanjay Shah, Kunal Chawla, Dheeraj Eidnani, Agam Shah, Wendi Du, Sudheer Chava, Natraj Raman, Charese Smiley, Jiaao Chen, and Diyi Yang. 2022 · 2022
Cited alongside, same era.
Stock2vec: An embedding to improve predictive models for companies
Ziruo Yi, Ting Xiao, Kaz-Onyeakazi Ijeoma, Ratnam Cheran, Yuvraj Baweja, and Phillip Nelson. 2022 · 2022
Cited alongside, same era.
Josh Achiam, Steven Adler, Sandhini Agarwal, Lama Ahmad, Ilge Akkaya, Florencia Leoni Aleman, Diogo Almeida, Janko Altenschmidt, Sam Altman, Shyamal Anadkat, et al. 2023 · 2023
Cited alongside, same era.
Demystifying the effect of the news (shocks) on crypto market volatility
Mukul Bhatnagar, Sanjay Taneja, and Ramona Rupeika-Apoga. 2023 · 2023
Determinants of llm-assisted decision-making
Eva Eigner and Thorsten Händler. 2024 · 2024
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Large language model based multi-agents: A survey of progress and challenges
Taicheng Guo, Xiuying Chen, Yaqi Wang, Ruidi Chang, Shichao Pei, Nitesh V Chawla, Olaf Wiest, and Xiangliang Zhang. 2024 · 2024
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Cryptotrade: A reflective llm-based agent to guide zero-shot cryptocurrency trading
Yuan Li, Bingqiao Luo, Qian Wang, Nuo Chen, Xu Liu, and Bingsheng He. 2024 · 2024
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The llama 3 herd of models
Meta Llama team. 2024 · 2024
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Qwen2.5
Alibaba Group Qwen team. 2024 · 2024
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Cited alongside, same era.
Bayes in the age of intelligent machines
Thomas L Griffiths, Jian-Qiao Zhu, Erin Grant, and R Thomas McCoy. 2023 · 2023
Cited alongside, same era.
Finbert: A large language model for extracting information from financial text
Allen H Huang, Hui Wang, and Yi Yang. 2023 · 2023
Cited alongside, same era.
Fingpt: Democratizing internet-scale data for financial large language models
Xiao-Yang Liu, Guoxuan Wang, and Daochen Zha. 2023 · 2023
Cited alongside, same era.
Generative agents: Interactive simulacra of human behavior
Joon Sung Park, Joseph O’Brien, Carrie Jun Cai, Meredith Ringel Morris, Percy Liang, and Michael S. Bernstein. 2023 · 2023
Cited alongside, same era.
Bloomberggpt: A large language model for finance
Shijie Wu, Ozan Irsoy, Steven Lu, Vadim Dabravolski, Mark Dredze, Sebastian Gehrmann, Prabhanjan Kambadur, David Rosenberg, and Gideon Mann. 2023 · 2023
Cited alongside, same era.
Pixiu: A large language model, instruction data and evaluation benchmark for finance
Qianqian Xie, Weiguang Han, Xiao Zhang, Yanzhao Lai, Min Peng, Alejandro Lopez-Lira, and Jimin Huang. 2023 · 2023
Cited alongside, same era.
Investlm: A large language model for investment using financial domain instruction tuning
Yi Yang, Yixuan Tang, and Kar Yan Tam. 2023 · 2023
Cited alongside, same era.
Raeid Saqur, Ken Kato, Nicholas Vinden, and Frank Rudzicz. 2024 · 2024
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Palmyra-Fin-70B-32k: a powerful LLM designed for Finance
Writer Engineering team. 2024 · 2024
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Crypto news dataset
Olivier Vanhoucke. 2023 · 2024
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A survey on large language model based autonomous agents
Lei Wang, Chen Ma, Xueyang Feng, Zeyu Zhang, Hao Yang, Jingsen Zhang, Zhiyuan Chen, Jiakai Tang, Xu Chen, Yankai Lin, et al. 2024 · 2024
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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, et al. 2024 · 2024
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Huajian Xin, Z. Z. Ren, Junxiao Song, Zhihong Shao, Wanjia Zhao, Haocheng Wang, Bo Liu, Liyue Zhang, Xuan Lu, Qiushi Du, Wenjun Gao, Qihao Zhu, Dejian Yang, Zhibin Gou, Z. F. Wu, Fuli Luo, and Chong Ruan. 2024 · 2024
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Finrobot: An open-source ai agent platform for financial applications using large language models
Hongyang Yang, Boyu Zhang, Neng Wang, Cheng Guo, Xiaoli Zhang, Likun Lin, Junlin Wang, Tianyu Zhou, Mao Guan, Runjia Zhang, et al. 2024 · 2024
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Yi: Open foundation models by 01. ai
Alex Young, Bei Chen, Chao Li, Chengen Huang, Ge Zhang, Guanwei Zhang, Heng Li, Jiangcheng Zhu, Jianqun Chen, Jing Chang, et al. 2024 · 2024
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