Learning to Generate Explainable Stock Predictions using Self-Reflective
Large Language Models

Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models

6 February 2024

Kelvin J.L. Koa

Papers citing "Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models"

15 / 15 papers shown

Title
QuantBench: Benchmarking AI Methods for Quantitative Investment Saizhuo Wang Hao Kong Jiadong Guo Fengrui Hua Yiyan Qi Wanyun Zhou Jiahao Zheng Xinyu Wang Lionel M. Ni Jian Guo 153 1 0 24 Apr 2025
Exploring the Reliability of Self-explanation and its Relationship with Classification in Language Model-driven Financial Analysis Han Yuan Li Zhang Zheng Ma 157 0 0 20 Mar 2025
Bridging Language Models and Financial Analysis Alejandro Lopez-Lira Jihoon Kwon Sangwoon Yoon Jy-yong Sohn Chanyeol Choi AIFin 41 0 0 14 Mar 2025
Policy-to-Language: Train LLMs to Explain Decisions with Flow-Matching Generated Rewards Xinyi Yang Liang Zeng Heng Dong Chao Yu X. Wu H. Yang Yu Wang Milind Tambe Tonghan Wang 76 2 0 18 Feb 2025
AURORA:Automated Training Framework of Universal Process Reward Models via Ensemble Prompting and Reverse Verification Xiaoyu Tan Tianchu Yao C. Qu Bin Li Minghao Yang ... Haozhe Wang Xihe Qiu Wei Chu Yinghui Xu Yuan Qi OffRL LRM 49 2 0 17 Feb 2025
A Survey of Financial AI: Architectures, Advances and Open Challenges Junhua Liu AIFin 80 3 0 01 Nov 2024
DeFine: Enhancing LLM Decision-Making with Factor Profiles and Analogical Reasoning Yebowen Hu Xiaoyang Wang Wenlin Yao Yiming Lu Daoan Zhang H. Foroosh Dong Yu Fei Liu 36 4 0 02 Oct 2024
Automate Strategy Finding with LLM in Quant Investment Zhizhuo Kou Holam Yu Jingshu Peng Lei Chen Lei Chen AIFin 47 6 0 10 Sep 2024
Harnessing Earnings Reports for Stock Predictions: A QLoRA-Enhanced LLM Approach Haowei Ni Shuchen Meng Xupeng Chen Ziqing Zhao Andi Chen Panfeng Li Shiyao Zhang Qifu Yin Yuanqing Wang Yuxi Chan AIFin 33 31 0 13 Aug 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
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
A Comprehensive Review on Financial Explainable AI Wei Jie Yeo Wihan van der Heever Rui Mao Erik Cambria Ranjan Satapathy G. Mengaldo XAI AI4TS 24 15 0 21 Sep 2023
Unveiling the Potential of Sentiment: Can Large Language Models Predict Chinese Stock Price Movements? Haohan Zhang Fengrui Hua Chengjin Xu Hao Kong Ruiting Zuo Jian Guo AIFin 19 16 0 25 Jun 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 240 2,494 0 06 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022