| Multi-modal Attention Network for Stock Movements Prediction | Dec 27, 2021 | PredictionStock Prediction | CodeCode Available | 0 | 5 |
| Differential equation and probability inspired graph neural networks for latent variable learning | Feb 28, 2022 | Stock Predictiontext-classification | 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 |
| FLAG: Financial Long Document Classification via AMR-based GNN | Oct 2, 2024 | Abstract Meaning RepresentationDocument Classification | CodeCode Available | 0 | 5 |
| Enhancing Stock Movement Prediction with Adversarial Training | Oct 13, 2018 | PredictionStock Prediction | CodeCode Available | 0 | 5 |
| ExAnte: A Benchmark for Ex-Ante Inference in Large Language Models | May 26, 2025 | PredictionQuestion Answering | CodeCode Available | 0 | 5 |
| GRU-PFG: Extract Inter-Stock Correlation from Stock Factors with Graph Neural Network | Nov 28, 2024 | Graph Neural NetworkPrediction | CodeCode Available | 0 | 5 |
| Long Term Stock Prediction based on Financial Statements | Nov 1, 2021 | Data AugmentationPrediction | CodeCode Available | 0 | 5 |
| Enhancing Stock Market Prediction with Extended Coupled Hidden Markov Model over Multi-Sourced Data | Sep 2, 2018 | PredictionStock Market Prediction | —Unverified | 0 | 0 |
