| AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework | Mar 19, 2024 | BenchmarkingFinancial Analysis | CodeCode Available | 3 | 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 |
| LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRU | Aug 26, 2024 | Algorithmic TradingStock Price Prediction | 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 |
| Temporal-Relational Hypergraph Tri-Attention Networks for Stock Trend Prediction | Jul 22, 2021 | Stock Trend Prediction | CodeCode Available | 1 | 5 |
| LOB-Based Deep Learning Models for Stock Price Trend Prediction: A Benchmark Study | Jul 5, 2023 | Stock Trend Prediction | CodeCode Available | 1 | 5 |
| DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation | Jan 11, 2022 | Stock Market PredictionStock Prediction | 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 |
| 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 |
| Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations | Dec 5, 2024 | Contrastive LearningGraph Learning | CodeCode Available | 0 | 5 |
