The Wall Street Neophyte: A Zero-Shot Analysis of ChatGPT Over MultiModal Stock Movement Prediction Challenges

10 April 2023

Papers citing "The Wall Street Neophyte: A Zero-Shot Analysis of ChatGPT Over MultiModal Stock Movement Prediction Challenges"

42 / 42 papers shown

Title
Ethereum Price Prediction Employing Large Language Models for Short-term and Few-shot Forecasting Eftychia Makri Georgios Palaiokrassas Sarah Bouraga Antigoni Polychroniadou Leandros Tassiulas AIFin 32 0 0 29 Mar 2025
From Deep Learning to LLMs: A survey of AI in Quantitative Investment Bokai Cao Saizhuo Wang Xinyi Lin Xiaojun Wu Haohan Zhang L. Ni Jian Guo AIFin 59 1 0 27 Mar 2025
BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modelling Hao Li Yu Huang Chang Xu Viktor Schlegel Ren-He Jiang Riza Batista-Navarro Goran Nenadic Jiang Bian DiffM AI4CE 212 2 0 04 Mar 2025
Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models Mengxi Xiao Z. L. Jiang Lingfei Qian Zhengyu Chen Yueru He ... Ruey-Ling Weng Min Peng J. Huang Sophia Ananiadou Qianqian Xie RALM AIFin AI4TS 65 0 0 09 Feb 2025
Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains Xu Chu Zhijie Tan Hanlin Xue Guanyu Wang Tong Mo Weiping Li ELM LRM 69 1 0 24 Jan 2025
Can ChatGPT Overcome Behavioral Biases in the Financial Sector? Classify-and-Rethink: Multi-Step Zero-Shot Reasoning in the Gold Investment Shuoling Liu Gaoguo Jia Yuhang Jiang Liyuan Chen Qiang Yang AIFin LRM 95 0 0 17 Jan 2025
Beyond Numeric Awards: In-Context Dueling Bandits with LLM Agents Fanzeng Xia Hao Liu Yisong Yue Tongxin Li 69 1 0 03 Jan 2025
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang ... Lin Sun Jiayu Lin Jie Zhou Xuanjing Huang Zhongyu Wei LLMAG LM&Ro AI4CE 96 14 0 04 Dec 2024
A Comparative Analysis of Instruction Fine-Tuning LLMs for Financial Text Classification Sorouralsadat Fatemi Yuheng Hu Maryam Mousavi 32 1 0 04 Nov 2024
FinVision: A Multi-Agent Framework for Stock Market Prediction Sorouralsadat Fatemi Yuheng Hu AIFin 35 4 0 29 Oct 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 38 15 0 20 Aug 2024
PLUTUS: A Well Pre-trained Large Unified Transformer can Unveil Financial Time Series Regularities Yuanjian Xu Anxian Liu Jianing Hao Zhenzhuo Li Shichang Meng Guang Zhang AI4TS AIFin 43 0 0 19 Aug 2024
XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models Min Zhang Lorenzo Malandri Fabio Mercorio Navid Nobani Andrea Seveso 50 11 0 21 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 50 43 0 15 Jun 2024
Can Language Models Use Forecasting Strategies? Sarah Pratt Seth Blumberg Pietro K. Carolino Meredith Ringel Morris ELM 37 3 0 06 Jun 2024
Stock Movement Prediction with Multimodal Stable Fusion via Gated Cross-Attention Mechanism Chang Zong Jian Shao Weiming Lu Yueting Zhuang 46 2 0 06 Jun 2024
A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model Weiqi Zhang Jiexia Ye Ke Yi Yongzi Yu Ziyue Li Jia Li Fugee Tsung AI4TS AI4CE 51 22 0 03 May 2024
LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models Yadong Zhang Shaoguang Mao Tao Ge Xun Wang Adrian de Wynter Yan Xia Wenshan Wu Ting Song Man Lan Furu Wei LRM 93 49 0 01 Apr 2024
Foundation Models for Time Series Analysis: A Tutorial and Survey Keli Zhang Haomin Wen Yuqi Nie Yushan Jiang Ming Jin Dongjin Song Shirui Pan Qingsong Wen AI4TS AI4CE 96 118 0 21 Mar 2024
Protected group bias and stereotypes in Large Language Models Hadas Kotek David Q. Sun Zidi Xiu Margit Bowler Christopher Klein AILaw ALM 33 3 0 21 Mar 2024
No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks Gang Hu Ke Qin Chenhan Yuan Min Peng Alejandro Lopez-Lira Benyou Wang Sophia Ananiadou Wanlong Yu Jimin Huang Qianqian Xie 32 4 0 10 Mar 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 34 0 20 Feb 2024
Ploutos: Towards interpretable stock movement prediction with financial large language model Hanshuang Tong Jun Li Ning Wu Ming Gong Dongmei Zhang Qi Zhang AIFin 29 7 0 18 Feb 2024
Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English Xiao Zhang Ruoyu Xiang Chenhan Yuan Duanyu Feng Weiguang Han ... Xiao-Yang Liu Sophia Ananiadou Min Peng Jimin Huang Qianqian Xie 44 6 0 12 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 35 159 0 06 Feb 2024
Empowering Time Series Analysis with Large Language Models: A Survey Yushan Jiang Zijie Pan Xikun Zhang Sahil Garg Anderson Schneider Yuriy Nevmyvaka Dongjin Song AI4TS AIFin 99 48 0 05 Feb 2024
Large Language Models for Time Series: A Survey Xiyuan Zhang Ranak Roy Chowdhury Rajesh K. Gupta Jingbo Shang AI4TS 90 55 0 02 Feb 2024
AI for social science and social science of AI: A Survey Ruoxi Xu Yingfei Sun Mengjie Ren Shiguang Guo Ruotong Pan Hongyu Lin Le Sun Xianpei Han 66 48 0 22 Jan 2024
Can ChatGPT Compute Trustworthy Sentiment Scores from Bloomberg Market Wraps? Baptiste Lefort Eric Benhamou Jean-Jacques Ohana David Saltiel B. Guez Damien Challet AIFin 11 6 0 09 Jan 2024
Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives Chen Gao Xiaochong Lan Nian Li Yuan Yuan Jingtao Ding Zhilun Zhou Fengli Xu Yong Li LLMAG AI4CE LM&Ro 49 106 0 19 Dec 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Keli Zhang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 45 118 0 16 Oct 2023
Integrating Stock Features and Global Information via Large Language Models for Enhanced Stock Return Prediction Yujie Ding Shuai Jia Tianyi Ma Bingcheng Mao Xiuze Zhou Liuliu Li Dongming Han AIFin 81 7 0 09 Oct 2023
Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models Duanyu Feng Yongfu Dai Jimin Huang Yifang Zhang Qianqian Xie Weiguang Han Zhengyu Chen Alejandro Lopez-Lira Hao Wang 40 7 0 01 Oct 2023
A Comprehensive Review on Financial Explainable AI Wei Jie Yeo Wihan van der Heever Rui Mao Min Zhang Ranjan Satapathy G. Mengaldo XAI AI4TS 32 15 0 21 Sep 2023
Incorporating Pre-trained Model Prompting in Multimodal Stock Volume Movement Prediction Ruibo Chen Zhiyuan Zhang Yi Liu Ruihan Bao Keiko Harimoto Xu Sun AIFin AI4TS 31 0 0 11 Sep 2023
Gender bias and stereotypes in Large Language Models Hadas Kotek Rikker Dockum David Q. Sun 44 207 0 28 Aug 2023
GPTEval: A Survey on Assessments of ChatGPT and GPT-4 Rui Mao Guanyi Chen Xulang Zhang Frank Guerin Min Zhang ELM LM&MA 40 102 0 24 Aug 2023
Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey Liping Wang Jiawei Li Lifan Zhao Zhizhuo Kou Xiaohan Wang Xinyi Zhu Hao Wang Yanyan Shen Lei Chen AIFin 31 9 0 09 Aug 2023
PharmacyGPT: The AI Pharmacist Zheng Liu Zihao Wu Mengxuan Hu Bokai Zhao Lin Zhao ... Ye Shen Sheng Li Brian Murray Tianming Liu Andrea Sikora LM&MA AI4MH 45 0 0 19 Jul 2023
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 Jimin Huang ALM 20 138 0 08 Jun 2023
Can ChatGPT Forecast Stock Price Movements? Return Predictability and Large Language Models Alejandro Lopez-Lira Yuehua Tang AIFin 27 174 0 15 Apr 2023
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 322 31,297 0 16 Jan 2013