| Qlib: An AI-oriented Quantitative Investment Platform | Sep 22, 2020 | Portfolio OptimizationStock Market Prediction | CodeCode Available | 4 |
| BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | Oct 11, 2018 | Citation Intent ClassificationCommon Sense Reasoning | CodeCode Available | 3 |
| 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 |
| Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model | Jun 14, 2022 | Decision MakingNews Classification | CodeCode Available | 2 |
| LERT: A Linguistically-motivated Pre-trained Language Model | Nov 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| 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 |
| SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis | May 12, 2020 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 2 |
| PERT: Pre-training BERT with Permuted Language Model | Mar 14, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Stock Broad-Index Trend Patterns Learning via Domain Knowledge Informed Generative Network | Feb 27, 2023 | PredictionStock Market Prediction | CodeCode Available | 1 |
| Applications of deep learning in stock market prediction: recent progress | Feb 29, 2020 | Deep LearningPrediction | CodeCode Available | 1 |
| A Multifactor Analysis Model for Stock Market Prediction | Mar 5, 2023 | modelPrediction | CodeCode Available | 1 |
| A Modular Framework for Reinforcement Learning Optimal Execution | Aug 11, 2022 | Algorithmic Tradingreinforcement-learning | CodeCode Available | 1 |
| SliceNStitch: Continuous CP Decomposition of Sparse Tensor Streams | Feb 23, 2021 | Anomaly DetectionRecommendation Systems | CodeCode Available | 1 |
| Stock price prediction using Generative Adversarial Networks | Apr 2, 2021 | Fraud DetectionGenerative Adversarial Network | 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 |
| Improving S&P stock prediction with time series stock similarity | Feb 8, 2020 | 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 |
| Forecasting directional movements of stock prices for intraday trading using LSTM and random forests | Apr 21, 2020 | Stock Market Prediction | 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 |
| Hidden Markov Models for Stock Market Prediction | Oct 5, 2023 | 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 |
| Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading | May 26, 2021 | ArticlesEvent Detection | CodeCode Available | 1 |
