| Part-of-Speech Tagging for Twitter with Adversarial Neural Networks | Sep 1, 2017 | ArticlesPart-Of-Speech Tagging | —Unverified | 0 |
| Predicting Future Shanghai Stock Market Price using ANN in the Period 21-Sep-2016 to 11-Oct-2016 | Sep 17, 2016 | Stock PredictionTime Series | —Unverified | 0 |
| Predicting Sector Index Movement with Microblogging Public Mood Time Series on Social Issues | Oct 1, 2015 | Sentiment AnalysisStock Prediction | —Unverified | 0 |
| Quantitative Day Trading from Natural Language using Reinforcement Learning | Jun 1, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Quantitative Stock Investment by Routing Uncertainty-Aware Trading Experts: A Multi-Task Learning Approach | Jun 7, 2022 | Decision MakingMixture-of-Experts | —Unverified | 0 |
| Risk Management via Anomaly Circumvent: Mnemonic Deep Learning for Midterm Stock Prediction | Aug 3, 2019 | ManagementPrediction | —Unverified | 0 |
| Selective transfer learning with adversarial training for stock movement prediction | Sep 30, 2021 | PredictionStock Prediction | —Unverified | 0 |
| Share Price Prediction of Aerospace Relevant Companies with Recurrent Neural Networks based on PCA | Aug 26, 2020 | MarketingPrediction | —Unverified | 0 |
| StockGPT: A GenAI Model for Stock Prediction and Trading | Apr 7, 2024 | Stock Prediction | —Unverified | 0 |
| Stock Index Prediction using Cointegration test and Quantile Loss | Sep 29, 2021 | Stock Prediction | —Unverified | 0 |
| Stock Index Prediction with Multi-task Learning and Word Polarity Over Time | Aug 17, 2020 | Multi-Task LearningStock Prediction | —Unverified | 0 |
| Stock Market Prediction with Deep Learning: A Character-based Neural Language Model for Event-based Trading | Dec 1, 2017 | Feature EngineeringLanguage Modeling | —Unverified | 0 |
| Stock Movement Prediction Based on Bi-typed and Hybrid-relational Market Knowledge Graph via Dual Attention Networks | Nov 16, 2021 | PredictionStock Prediction | —Unverified | 0 |
| Stock Prediction: a method based on extraction of news features and recurrent neural networks | Jul 19, 2017 | Stock Prediction | —Unverified | 0 |
| Stock price direction prediction by directly using prices data: an empirical study on the KOSPI and HSI | Sep 27, 2013 | PredictionStock Prediction | —Unverified | 0 |
| HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction | Aug 7, 2019 | Graph AttentionGraph Classification | CodeCode Available | 0 |
| ExAnte: A Benchmark for Ex-Ante Inference in Large Language Models | May 26, 2025 | PredictionQuestion Answering | CodeCode Available | 0 |
| DP-LSTM: Differential Privacy-inspired LSTM for Stock Prediction Using Financial News | Dec 20, 2019 | ArticlesPrediction | CodeCode Available | 0 |
| Long Term Stock Prediction based on Financial Statements | Nov 1, 2021 | Data AugmentationPrediction | CodeCode Available | 0 |
| DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation | Jan 11, 2022 | Stock Market PredictionStock Prediction | CodeCode Available | 0 |
| Temporal Relational Ranking for Stock Prediction | Sep 25, 2018 | Deep LearningPrediction | CodeCode Available | 0 |
| GRU-PFG: Extract Inter-Stock Correlation from Stock Factors with Graph Neural Network | Nov 28, 2024 | Graph Neural NetworkPrediction | CodeCode Available | 0 |
| Differential equation and probability inspired graph neural networks for latent variable learning | Feb 28, 2022 | Stock Predictiontext-classification | CodeCode Available | 0 |
| Multi-modal Attention Network for Stock Movements Prediction | Dec 27, 2021 | PredictionStock Prediction | CodeCode Available | 0 |
| Stock trend prediction using news sentiment analysis | Jul 7, 2016 | ArticlesGeneral Classification | CodeCode Available | 0 |
