Saved in:
| Main Authors: | Wu, Zonghan, Zou, Congyuan, Wang, Junlin, Wang, Chenhan, Yang, Hangjing, Shao, Yilei |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2506.07315 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
RealFin: How Well Do LLMs Reason About Finance When Users Leave Things Unsaid?
by: Dai, Yuyang, et al.
Published: (2026)
by: Dai, Yuyang, et al.
Published: (2026)
The LLM Pro Finance Suite: Multilingual Large Language Models for Financial Applications
by: Caillaut, Gaëtan, et al.
Published: (2025)
by: Caillaut, Gaëtan, et al.
Published: (2025)
Leveraging Fundamental Analysis for Stock Trend Prediction for Profit
by: Phan, John, et al.
Published: (2024)
by: Phan, John, et al.
Published: (2024)
Generative AI for Analysts
by: Xue, Jian, et al.
Published: (2025)
by: Xue, Jian, et al.
Published: (2025)
QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining
by: Han, Jun, et al.
Published: (2026)
by: Han, Jun, et al.
Published: (2026)
From Deep Learning to LLMs: A survey of AI in Quantitative Investment
by: Cao, Bokai, et al.
Published: (2025)
by: Cao, Bokai, et al.
Published: (2025)
RAG-IT: Retrieval-Augmented Instruction Tuning for Automated Financial Analysis -- A Case Study for the Semiconductor Sector
by: To, Hai-Thien, et al.
Published: (2024)
by: To, Hai-Thien, et al.
Published: (2024)
Institutional Differences, Crisis Shocks, and Volatility Structure: A By-Window EGARCH/TGARCH Analysis of ASEAN Stock Markets
by: Yang, Junlin
Published: (2025)
by: Yang, Junlin
Published: (2025)
CTBench: Cryptocurrency Time Series Generation Benchmark
by: Ang, Yihao, et al.
Published: (2025)
by: Ang, Yihao, et al.
Published: (2025)
Ploutos: Towards interpretable stock movement prediction with financial large language model
by: Tong, Hanshuang, et al.
Published: (2024)
by: Tong, Hanshuang, et al.
Published: (2024)
Bridging Econometrics and AI: VaR Estimation via Reinforcement Learning and GARCH Models
by: Pokou, Fredy, et al.
Published: (2025)
by: Pokou, Fredy, et al.
Published: (2025)
Reasoning on Time-Series for Financial Technical Analysis
by: Koa, Kelvin J. L., et al.
Published: (2025)
by: Koa, Kelvin J. L., et al.
Published: (2025)
Can ChatGPT Overcome Behavioral Biases in the Financial Sector? Classify-and-Rethink: Multi-Step Zero-Shot Reasoning in the Gold Investment
by: Liu, Shuoling, et al.
Published: (2024)
by: Liu, Shuoling, et al.
Published: (2024)
Impact of LLMs news Sentiment Analysis on Stock Price Movement Prediction
by: Siala, Walid, et al.
Published: (2026)
by: Siala, Walid, et al.
Published: (2026)
Do LLM Personas Dream of Bull Markets? Comparing Human and AI Investment Strategies Through the Lens of the Five-Factor Model
by: Borman, Harris, et al.
Published: (2024)
by: Borman, Harris, et al.
Published: (2024)
CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks
by: Duan, Yifan, et al.
Published: (2024)
by: Duan, Yifan, et al.
Published: (2024)
Bitcoin Price Prediction using Machine Learning and Combinatorial Fusion Analysis
by: Wu, Yuanhong, et al.
Published: (2026)
by: Wu, Yuanhong, et al.
Published: (2026)
Benchmarking Pre-Trained Time Series Models for Electricity Price Forecasting
by: Sartipi, Timothée Hornek Amir, et al.
Published: (2025)
by: Sartipi, Timothée Hornek Amir, et al.
Published: (2025)
Multi-period Learning for Financial Time Series Forecasting
by: Zhang, Xu, et al.
Published: (2025)
by: Zhang, Xu, et al.
Published: (2025)
Large Investment Model
by: Guo, Jian, et al.
Published: (2024)
by: Guo, Jian, et al.
Published: (2024)
DiffsFormer: A Diffusion Transformer on Stock Factor Augmentation
by: Gao, Yuan, et al.
Published: (2024)
by: Gao, Yuan, et al.
Published: (2024)
StockGPT: A GenAI Model for Stock Prediction and Trading
by: Mai, Dat
Published: (2024)
by: Mai, Dat
Published: (2024)
PredictionMarketBench: A SWE-bench-Style Framework for Backtesting Trading Agents on Prediction Markets
by: Arora, Avi, et al.
Published: (2026)
by: Arora, Avi, et al.
Published: (2026)
The Role of AI in Financial Forecasting: ChatGPT's Potential and Challenges
by: Bi, Shuochen, et al.
Published: (2024)
by: Bi, Shuochen, et al.
Published: (2024)
FactorGCL: A Hypergraph-Based Factor Model with Temporal Residual Contrastive Learning for Stock Returns Prediction
by: Duan, Yitong, et al.
Published: (2025)
by: Duan, Yitong, et al.
Published: (2025)
Explainable-AI powered stock price prediction using time series transformers: A Case Study on BIST100
by: Calik, Sukru Selim, et al.
Published: (2025)
by: Calik, Sukru Selim, et al.
Published: (2025)
Enhancing Investment Analysis: Optimizing AI-Agent Collaboration in Financial Research
by: Han, Xuewen, et al.
Published: (2024)
by: Han, Xuewen, et al.
Published: (2024)
Momentum-integrated Multi-task Stock Recommendation with Converge-based Optimization
by: Wang, Hao, et al.
Published: (2025)
by: Wang, Hao, et al.
Published: (2025)
Enhancing Profitability and Investor Confidence through Interpretable AI Models for Investment Decisions
by: Arshad, Sahar, et al.
Published: (2023)
by: Arshad, Sahar, et al.
Published: (2023)
StockTime: A Time Series Specialized Large Language Model Architecture for Stock Price Prediction
by: Wang, Shengkun, et al.
Published: (2024)
by: Wang, Shengkun, et al.
Published: (2024)
Statistical Arbitrage in Polish Equities Market Using Deep Learning Techniques
by: Adamczyk, Marek, et al.
Published: (2025)
by: Adamczyk, Marek, et al.
Published: (2025)
Reduced-order autoregressive dynamics of a complex financial system: a PCA-based approach
by: Khalilian, Pouriya, et al.
Published: (2022)
by: Khalilian, Pouriya, et al.
Published: (2022)
Can ChatGPT Compute Trustworthy Sentiment Scores from Bloomberg Market Wraps?
by: Lefort, Baptiste, et al.
Published: (2024)
by: Lefort, Baptiste, et al.
Published: (2024)
Advance Detection Of Bull And Bear Phases In Cryptocurrency Markets
by: Arulkumaran, Rahul, et al.
Published: (2024)
by: Arulkumaran, Rahul, et al.
Published: (2024)
TradExpert: Revolutionizing Trading with Mixture of Expert LLMs
by: Ding, Qianggang, et al.
Published: (2024)
by: Ding, Qianggang, et al.
Published: (2024)
AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions
by: Zhao, Tianjiao, et al.
Published: (2025)
by: Zhao, Tianjiao, et al.
Published: (2025)
Comparing LLMs for Sentiment Analysis in Financial Market News
by: Teles, Lucas Eduardo Pereira, et al.
Published: (2025)
by: Teles, Lucas Eduardo Pereira, et al.
Published: (2025)
Financial Statement Analysis with Large Language Models
by: Kim, Alex, et al.
Published: (2024)
by: Kim, Alex, et al.
Published: (2024)
Trade When Opportunity Comes: Price Movement Forecasting via Locality-Aware Attention and Iterative Refinement Labeling
by: Zeng, Liang, et al.
Published: (2021)
by: Zeng, Liang, et al.
Published: (2021)
Predicting Customer Goals in Financial Institution Services: A Data-Driven LSTM Approach
by: Estornell, Andrew, et al.
Published: (2024)
by: Estornell, Andrew, et al.
Published: (2024)
Similar Items
-
RealFin: How Well Do LLMs Reason About Finance When Users Leave Things Unsaid?
by: Dai, Yuyang, et al.
Published: (2026) -
The LLM Pro Finance Suite: Multilingual Large Language Models for Financial Applications
by: Caillaut, Gaëtan, et al.
Published: (2025) -
Leveraging Fundamental Analysis for Stock Trend Prediction for Profit
by: Phan, John, et al.
Published: (2024) -
Generative AI for Analysts
by: Xue, Jian, et al.
Published: (2025) -
QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining
by: Han, Jun, et al.
Published: (2026)