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Stock Prediction

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Showing 1–50 of 102 papers

TitleStatusHype
Learning Multiple Stock Trading Patterns with Temporal Routing Adaptor and Optimal TransportCode4
AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative InvestmentCode3
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language ModelsCode2
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing ModelCode2
Attention-based CNN-LSTM and XGBoost hybrid model for stock predictionCode2
Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price PredictionCode1
Stock Broad-Index Trend Patterns Learning via Domain Knowledge Informed Generative NetworkCode1
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock PredictionsCode1
Graph-Based Stock Recommendation by Time-Aware Relational Attention NetworkCode1
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock PredictionCode1
Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention NetworksCode1
Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market OpportunitiesCode1
Price graphs: Utilizing the structural information of financial time series for stock predictionCode1
Trade the Event: Corporate Events Detection for News-Based Event-Driven TradingCode1
Stock price prediction using Generative Adversarial NetworksCode1
Multi-Graph Convolutional Network for Relationship-Driven Stock Movement PredictionCode1
Improving S&P stock prediction with time series stock similarityCode1
FINN-GL: Generalized Mixed-Precision Extensions for FPGA-Accelerated LSTMs—0
Deep Learning Enhanced Multi-Day Turnover Quantitative Trading Algorithm for Chinese A-Share Market—0
ExAnte: A Benchmark for Ex-Ante Inference in Large Language ModelsCode0
Your Offline Policy is Not Trustworthy: Bilevel Reinforcement Learning for Sequential Portfolio Optimization—0
Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy—0
Transformer Encoder and Multi-features Time2Vec for Financial Prediction—0
A Causal Perspective of Stock Prediction Models—0
Large language models in finance : what is financial sentiment?—0
Multi-Agent Stock Prediction Systems: Machine Learning Models, Simulations, and Real-Time Trading Strategies—0
A Distillation-based Future-aware Graph Neural Network for Stock Trend Prediction—0
Chinese Stock Prediction Based on a Multi-Modal Transformer Framework: Macro-Micro Information Fusion—0
Stock Type Prediction Model Based on Hierarchical Graph Neural Network—0
GRU-PFG: Extract Inter-Stock Correlation from Stock Factors with Graph Neural NetworkCode0
A Stock Price Prediction Approach Based on Time Series Decomposition and Multi-Scale CNN using OHLCT Images—0
Leveraging Fundamental Analysis for Stock Trend Prediction for Profit—0
FLAG: Financial Long Document Classification via AMR-based GNNCode0
MCI-GRU: Stock Prediction Model Based on Multi-Head Cross-Attention and Improved GRU—0
Double-Path Adaptive-correlation Spatial-Temporal Inverted Transformer for Stock Time Series Forecasting—0
Enhancing Few-Shot Stock Trend Prediction with Large Language Models—0
StockGPT: A GenAI Model for Stock Prediction and Trading—0
BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights—0
Higher-order Graph Attention Network for Stock Selection with Joint Analysis—0
HireVAE: An Online and Adaptive Factor Model Based on Hierarchical and Regime-Switch VAE—0
Support for Stock Trend Prediction Using Transformers and Sentiment Analysis—0
A novel prediction based portfolio optimization model using deep learning—0
Uncertainty Aware Trader-Company Method: Interpretable Stock Price Prediction Capturing Uncertainty—0
Quantitative Stock Investment by Routing Uncertainty-Aware Trading Experts: A Multi-Task Learning Approach—0
Differential equation and probability inspired graph neural networks for latent variable learningCode0
Machine Learning for Stock Prediction Based on Fundamental Analysis—0
DDG-DA: Data Distribution Generation for Predictable Concept Drift AdaptationCode0
Improving Nonparametric Classification via Local Radial Regression with an Application to Stock Prediction—0
Multi-modal Attention Network for Stock Movements PredictionCode0
Stock Movement Prediction Based on Bi-typed and Hybrid-relational Market Knowledge Graph via Dual Attention Networks—0
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