Papers with Code 아카이브
Stock Prediction
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
- 하위 태스크
- 3
- 평가표
- 0
- 보존된 평가 기록
- 0
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Deep Learning Enhanced Multi-Day Turnover Quantitative Trading Algorithm for Chinese A-Share Market
ExAnte: A Benchmark for Ex-Ante Inference in Large Language Models
Your Offline Policy is Not Trustworthy: Bilevel Reinforcement Learning for Sequential Portfolio Optimization
Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy
Signature Decomposition Method Applying to Pair Trading
Transformer Encoder and Multi-features Time2Vec for Financial Prediction
A Causal Perspective of Stock Prediction Models
Large language models in finance : what is financial sentiment?
Multi-Agent Stock Prediction Systems: Machine Learning Models, Simulations, and Real-Time Trading Strategies
A Distillation-based Future-aware Graph Neural Network for Stock Trend Prediction
Chinese Stock Prediction Based on a Multi-Modal Transformer Framework: Macro-Micro Information Fusion
Stock Type Prediction Model Based on Hierarchical Graph Neural Network
GRU-PFG: Extract Inter-Stock Correlation from Stock Factors with Graph Neural Network
A Stock Price Prediction Approach Based on Time Series Decomposition and Multi-Scale CNN using OHLCT Images
Leveraging Fundamental Analysis for Stock Trend Prediction for Profit
FLAG: Financial Long Document Classification via AMR-based GNN
MCI-GRU: Stock Prediction Model Based on Multi-Head Cross-Attention and Improved GRU
Double-Path Adaptive-correlation Spatial-Temporal Inverted Transformer for Stock Time Series Forecasting
Reinforcement Learning Pair Trading: A Dynamic Scaling approach
Enhancing Few-Shot Stock Trend Prediction with Large Language Models
Statistical arbitrage in multi-pair trading strategy based on graph clustering algorithms in US equities market
StockGPT: A GenAI Model for Stock Prediction and Trading
BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights
Analysis of Multidomain Abstractive Summarization Using Salience Allocation
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models
A Survey of Large Language Models in Finance (FinLLMs)
MTRGL:Effective Temporal Correlation Discerning through Multi-modal Temporal Relational Graph Learning
Linear and nonlinear causality in financial markets
Optimal pair trading: consumption-investment problem
Signature Trading: A Path-Dependent Extension of the Mean-Variance Framework with Exogenous Signals
Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction
Higher-order Graph Attention Network for Stock Selection with Joint Analysis
PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
HireVAE: An Online and Adaptive Factor Model Based on Hierarchical and Regime-Switch VAE
Support for Stock Trend Prediction Using Transformers and Sentiment Analysis
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.