| Qlib: An AI-oriented Quantitative Investment Platform | Sep 22, 2020 | Portfolio OptimizationStock Market Prediction | CodeCode Available | 4 |
| FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance | Nov 19, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 3 |
| Revisiting Pre-Trained Models for Chinese Natural Language Processing | Apr 29, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | Oct 11, 2018 | Citation Intent ClassificationCommon Sense Reasoning | CodeCode Available | 3 |
| FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model | Mar 5, 2024 | Stock Market Prediction | CodeCode Available | 2 |
| Fin-GAN: forecasting and classifying financial time series via generative adversarial networks | Jan 31, 2024 | Generative Adversarial NetworkProbabilistic Time Series Forecasting | CodeCode Available | 2 |
| LERT: A Linguistically-motivated Pre-trained Language Model | Nov 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model | Jun 14, 2022 | Decision MakingNews Classification | CodeCode Available | 2 |
| PERT: Pre-training BERT with Permuted Language Model | Mar 14, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis | May 12, 2020 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 2 |
| Hidden Markov Models for Stock Market Prediction | Oct 5, 2023 | PredictionStock Market Prediction | CodeCode Available | 1 |
| Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context | Sep 14, 2023 | Stock Market Predictiontext-guided-generation | CodeCode Available | 1 |
| A Multifactor Analysis Model for Stock Market Prediction | Mar 5, 2023 | modelPrediction | CodeCode Available | 1 |
| Stock Broad-Index Trend Patterns Learning via Domain Knowledge Informed Generative Network | Feb 27, 2023 | PredictionStock Market Prediction | CodeCode Available | 1 |
| A Modular Framework for Reinforcement Learning Optimal Execution | Aug 11, 2022 | Algorithmic Tradingreinforcement-learning | CodeCode Available | 1 |
| Effectiveness of Artificial Intelligence in Stock Market Prediction based on Machine Learning | Jun 30, 2021 | BIG-bench Machine LearningStock Market Prediction | CodeCode Available | 1 |
| Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading | May 26, 2021 | ArticlesEvent Detection | CodeCode Available | 1 |
| Stock price prediction using Generative Adversarial Networks | Apr 2, 2021 | Fraud DetectionGenerative Adversarial Network | CodeCode Available | 1 |
| SliceNStitch: Continuous CP Decomposition of Sparse Tensor Streams | Feb 23, 2021 | Anomaly DetectionRecommendation Systems | CodeCode Available | 1 |
| Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations | Nov 1, 2020 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| Forecasting directional movements of stock prices for intraday trading using LSTM and random forests | Apr 21, 2020 | Stock Market Prediction | CodeCode Available | 1 |
| Applications of deep learning in stock market prediction: recent progress | Feb 29, 2020 | Deep LearningPrediction | CodeCode Available | 1 |
| Improving S&P stock prediction with time series stock similarity | Feb 8, 2020 | PredictionStock Market Prediction | CodeCode Available | 1 |
| RoBERTa: A Robustly Optimized BERT Pretraining Approach | Jul 26, 2019 | Common Sense ReasoningDocument Image Classification | CodeCode Available | 1 |
| Sentiment Analysis of Twitter Data for Predicting Stock Market Movements | Oct 28, 2016 | Sentiment AnalysisStock Market Prediction | CodeCode Available | 1 |
| HQNN-FSP: A Hybrid Classical-Quantum Neural Network for Regression-Based Financial Stock Market Prediction | Mar 19, 2025 | Stock Market PredictionTime Series | —Unverified | 0 |
| Trend-encoded Probabilistic Multi-order Model: A Non-Machine Learning Approach for Enhanced Stock Market Forecasts | Feb 12, 2025 | PredictionStock Market Prediction | —Unverified | 0 |
| Boosting the Accuracy of Stock Market Prediction via Multi-Layer Hybrid MTL Structure | Jan 1, 2025 | Decision MakingMulti-Task Learning | —Unverified | 0 |
| Higher Order Transformers: Enhancing Stock Movement Prediction On Multimodal Time-Series Data | Dec 13, 2024 | DecoderStock Market Prediction | CodeCode Available | 0 |
| GRUvader: Sentiment-Informed Stock Market Prediction | Dec 7, 2024 | PredictionSentiment Analysis | —Unverified | 0 |
| Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach | Dec 7, 2024 | Hyperparameter Optimizationregression | —Unverified | 0 |
| Higher Order Transformers: Efficient Attention Mechanism for Tensor Structured Data | Dec 4, 2024 | Computational Efficiencyimage-classification | —Unverified | 0 |
| FinVision: A Multi-Agent Framework for Stock Market Prediction | Oct 29, 2024 | Decision MakingPrediction | —Unverified | 0 |
| A Hierarchical conv-LSTM and LLM Integrated Model for Holistic Stock Forecasting | Sep 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SARF: Enhancing Stock Market Prediction with Sentiment-Augmented Random Forest | Sep 22, 2024 | Sentiment AnalysisStock Market Prediction | —Unverified | 0 |
| Machine learning in weekly movement prediction | Jul 13, 2024 | PredictionStock Market Prediction | —Unverified | 0 |
| Indian Stock Market Prediction using Augmented Financial Intelligence ML | Jul 2, 2024 | PredictionStock Market Prediction | —Unverified | 0 |
| RAGIC: Risk-Aware Generative Adversarial Model for Stock Interval Construction | Feb 16, 2024 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| Do Weibo platform experts perform better at predicting stock market? | Feb 12, 2024 | PredictionSentiment Analysis | —Unverified | 0 |
| Distributed Multi-Task Learning for Stochastic Bandits with Context Distribution and Stage-wise Constraints | Jan 21, 2024 | Multi-Armed BanditsMulti-Task Learning | —Unverified | 0 |
| Enhancing Financial Data Visualization for Investment Decision-Making | Dec 9, 2023 | Data VisualizationDecision Making | —Unverified | 0 |
| Stock Movement and Volatility Prediction from Tweets, Macroeconomic Factors and Historical Prices | Dec 4, 2023 | Stock Market Prediction | CodeCode Available | 0 |
| Feature selection and regression methods for stock price prediction using technical indicators | Oct 15, 2023 | feature selectionregression | —Unverified | 0 |
| Identifying Trades Using Technical Analysis and ML/DL Models | Apr 12, 2023 | Deep LearningManagement | —Unverified | 0 |
| A Comparative Predicting Stock Prices using Heston and Geometric Brownian Motion Models | Feb 15, 2023 | LEMMAStock Market Prediction | —Unverified | 0 |
| Stock Market Prediction via Deep Learning Techniques: A Survey | Dec 24, 2022 | Deep LearningPrediction | —Unverified | 0 |
| Stock Market Prediction using Natural Language Processing -- A Survey | Aug 26, 2022 | ArticlesStock Market Prediction | —Unverified | 0 |
| Distributed Stochastic Bandit Learning with Delayed Context Observation | Jul 28, 2022 | Stock Market PredictionWeather Forecasting | —Unverified | 0 |
| Univariate and Multivariate LSTM Model for Short-Term Stock Market Prediction | May 8, 2022 | Stock Market Prediction | —Unverified | 0 |
| Stock Price Prediction using Sentiment Analysis and Deep Learning for Indian Markets | Apr 7, 2022 | Sentiment AnalysisStock Market Prediction | —Unverified | 0 |
