| Qlib: An AI-oriented Quantitative Investment Platform | Sep 22, 2020 | Portfolio OptimizationStock Market Prediction | CodeCode Available | 4 | 5 |
| BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | Oct 11, 2018 | Citation Intent ClassificationCommon Sense Reasoning | CodeCode Available | 3 | 5 |
| FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance | Nov 19, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 3 | 5 |
| Revisiting Pre-Trained Models for Chinese Natural Language Processing | Apr 29, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis | May 12, 2020 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 2 | 5 |
| LERT: A Linguistically-motivated Pre-trained Language Model | Nov 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| PERT: Pre-training BERT with Permuted Language Model | Mar 14, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model | Jun 14, 2022 | Decision MakingNews Classification | CodeCode Available | 2 | 5 |
| Fin-GAN: forecasting and classifying financial time series via generative adversarial networks | Jan 31, 2024 | Generative Adversarial NetworkProbabilistic Time Series Forecasting | CodeCode Available | 2 | 5 |
| FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model | Mar 5, 2024 | Stock Market Prediction | CodeCode Available | 2 | 5 |
| Stock Broad-Index Trend Patterns Learning via Domain Knowledge Informed Generative Network | Feb 27, 2023 | PredictionStock Market Prediction | CodeCode Available | 1 | 5 |
| A Modular Framework for Reinforcement Learning Optimal Execution | Aug 11, 2022 | Algorithmic Tradingreinforcement-learning | CodeCode Available | 1 | 5 |
| Hidden Markov Models for Stock Market Prediction | Oct 5, 2023 | PredictionStock Market Prediction | CodeCode Available | 1 | 5 |
| Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations | Nov 1, 2020 | Decision MakingGraph Neural Network | CodeCode Available | 1 | 5 |
| Effectiveness of Artificial Intelligence in Stock Market Prediction based on Machine Learning | Jun 30, 2021 | BIG-bench Machine LearningStock Market Prediction | CodeCode Available | 1 | 5 |
| A Multifactor Analysis Model for Stock Market Prediction | Mar 5, 2023 | modelPrediction | CodeCode Available | 1 | 5 |
| Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading | May 26, 2021 | ArticlesEvent Detection | CodeCode Available | 1 | 5 |
| Sentiment Analysis of Twitter Data for Predicting Stock Market Movements | Oct 28, 2016 | Sentiment AnalysisStock Market Prediction | CodeCode Available | 1 | 5 |
| Stock price prediction using Generative Adversarial Networks | Apr 2, 2021 | Fraud DetectionGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context | Sep 14, 2023 | Stock Market Predictiontext-guided-generation | CodeCode Available | 1 | 5 |
| Forecasting directional movements of stock prices for intraday trading using LSTM and random forests | Apr 21, 2020 | Stock Market Prediction | CodeCode Available | 1 | 5 |
| SliceNStitch: Continuous CP Decomposition of Sparse Tensor Streams | Feb 23, 2021 | Anomaly DetectionRecommendation Systems | CodeCode Available | 1 | 5 |
| Improving S&P stock prediction with time series stock similarity | Feb 8, 2020 | PredictionStock Market Prediction | CodeCode Available | 1 | 5 |
| RoBERTa: A Robustly Optimized BERT Pretraining Approach | Jul 26, 2019 | Common Sense ReasoningDocument Image Classification | CodeCode Available | 1 | 5 |
| Applications of deep learning in stock market prediction: recent progress | Feb 29, 2020 | Deep LearningPrediction | CodeCode Available | 1 | 5 |
| Discovering Bayesian Market Views for Intelligent Asset Allocation | Feb 27, 2018 | Opinion MiningStock Market Prediction | CodeCode Available | 0 | 5 |
| Twitter mood predicts the stock market | Oct 14, 2010 | Decision MakingStock Market Prediction | CodeCode Available | 0 | 5 |
| Temporal Relational Ranking for Stock Prediction | Sep 25, 2018 | Deep LearningPrediction | CodeCode Available | 0 | 5 |
| Using Deep Learning Neural Networks and Candlestick Chart Representation to Predict Stock Market | Feb 26, 2019 | Stock Market Prediction | CodeCode Available | 0 | 5 |
| Higher Order Transformers: Enhancing Stock Movement Prediction On Multimodal Time-Series Data | Dec 13, 2024 | DecoderStock Market Prediction | CodeCode Available | 0 | 5 |
| DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation | Jan 11, 2022 | Stock Market PredictionStock Prediction | CodeCode Available | 0 | 5 |
| HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction | Aug 7, 2019 | Graph AttentionGraph Classification | CodeCode Available | 0 | 5 |
| Stock Movement and Volatility Prediction from Tweets, Macroeconomic Factors and Historical Prices | Dec 4, 2023 | Stock Market Prediction | CodeCode Available | 0 | 5 |
| Stock Movement Prediction from Tweets and Historical Prices | Jul 1, 2018 | Feature EngineeringPrediction | CodeCode Available | 0 | 5 |
| Global Stock Market Prediction Based on Stock Chart Images Using Deep Q-Network | Feb 28, 2019 | Stock Market Prediction | CodeCode Available | 0 | 5 |
| Sentiment Predictability for Stocks | Dec 15, 2017 | Event ExtractionPrediction | CodeCode Available | 0 | 5 |
| Stock Price Correlation Coefficient Prediction with ARIMA-LSTM Hybrid Model | Aug 5, 2018 | Portfolio OptimizationStock Market Prediction | CodeCode Available | 0 | 5 |
| Predicting the Effects of News Sentiments on the Stock Market | Dec 11, 2018 | Sentiment AnalysisStock Market Prediction | CodeCode Available | 0 | 5 |
| Event Representation Learning Enhanced with External Commonsense Knowledge | Sep 9, 2019 | PredictionRepresentation Learning | CodeCode Available | 0 | 5 |
| Leveraging Financial News for Stock Trend Prediction with Attention-Based Recurrent Neural Network | Nov 15, 2018 | Stock Market PredictionStock Trend Prediction | CodeCode Available | 0 | 5 |
| Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction | Aug 1, 2018 | Information RetrievalSentence | CodeCode Available | 0 | 5 |
| Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Prediction | Dec 6, 2017 | Stock Market PredictionStock Trend Prediction | CodeCode Available | 0 | 5 |
| Enhancing Financial Data Visualization for Investment Decision-Making | Dec 9, 2023 | Data VisualizationDecision Making | —Unverified | 0 | 0 |
| Do Weibo platform experts perform better at predicting stock market? | Feb 12, 2024 | PredictionSentiment Analysis | —Unverified | 0 | 0 |
| Distributed Stochastic Bandit Learning with Delayed Context Observation | Jul 28, 2022 | Stock Market PredictionWeather Forecasting | —Unverified | 0 | 0 |
| Ascertaining price formation in cryptocurrency markets with DeepLearning | Feb 9, 2020 | Deep LearningPrediction | —Unverified | 0 | 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 | 0 |
| HQNN-FSP: A Hybrid Classical-Quantum Neural Network for Regression-Based Financial Stock Market Prediction | Mar 19, 2025 | Stock Market PredictionTime Series | —Unverified | 0 | 0 |
| Dialog System Using Real-Time Crowdsourcing and Twitter Large-Scale Corpus | Jul 1, 2012 | Stock Market Prediction | —Unverified | 0 | 0 |
| Higher Order Transformers: Efficient Attention Mechanism for Tensor Structured Data | Dec 4, 2024 | Computational Efficiencyimage-classification | —Unverified | 0 | 0 |
