| Learning Multiple Stock Trading Patterns with Temporal Routing Adaptor and Optimal Transport | Jun 24, 2021 | Stock Prediction | CodeCode Available | 4 | 5 |
| AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment | Mar 30, 2021 | AutoMLStock Prediction | CodeCode Available | 3 | 5 |
| Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction | Apr 6, 2022 | PredictionStock Prediction | CodeCode Available | 2 | 5 |
| Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models | Feb 6, 2024 | Stock Prediction | 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 |
| A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction | Jan 16, 2022 | Adversarial AttackCombinatorial Optimization | CodeCode Available | 1 | 5 |
| Graph-Based Stock Recommendation by Time-Aware Relational Attention Network | Feb 1, 2022 | RelationStock Prediction | CodeCode Available | 1 | 5 |
| Stock price prediction using Generative Adversarial Networks | Apr 2, 2021 | Fraud DetectionGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Improving S&P stock prediction with time series stock similarity | Feb 8, 2020 | PredictionStock Market Prediction | CodeCode Available | 1 | 5 |
| Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks | Jan 11, 2022 | Implicit RelationsPrediction | 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 |
| Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction | May 11, 2020 | Stock Prediction | CodeCode Available | 1 | 5 |
| A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Predictions | May 1, 2022 | Adversarial AttackCombinatorial Optimization | CodeCode Available | 1 | 5 |
| Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction | Aug 18, 2023 | Predictionregression | CodeCode Available | 1 | 5 |
| Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market Opportunities | Jul 7, 2021 | Future predictionPrediction | CodeCode Available | 1 | 5 |
| Stock Broad-Index Trend Patterns Learning via Domain Knowledge Informed Generative Network | Feb 27, 2023 | PredictionStock Market Prediction | CodeCode Available | 1 | 5 |
| Price graphs: Utilizing the structural information of financial time series for stock prediction | Jun 4, 2021 | Stock PredictionTime Series | CodeCode Available | 1 | 5 |
| Enhancing Stock Movement Prediction with Adversarial Training | Oct 13, 2018 | PredictionStock Prediction | CodeCode Available | 0 | 5 |
| DP-LSTM: Differential Privacy-inspired LSTM for Stock Prediction Using Financial News | Dec 20, 2019 | ArticlesPrediction | 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 |
| GRU-PFG: Extract Inter-Stock Correlation from Stock Factors with Graph Neural Network | Nov 28, 2024 | Graph Neural NetworkPrediction | CodeCode Available | 0 | 5 |
| FLAG: Financial Long Document Classification via AMR-based GNN | Oct 2, 2024 | Abstract Meaning RepresentationDocument Classification | 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 |
| Stock trend prediction using news sentiment analysis | Jul 7, 2016 | ArticlesGeneral Classification | CodeCode Available | 0 | 5 |
| ExAnte: A Benchmark for Ex-Ante Inference in Large Language Models | May 26, 2025 | PredictionQuestion Answering | CodeCode Available | 0 | 5 |
| Long Term Stock Prediction based on Financial Statements | Nov 1, 2021 | Data AugmentationPrediction | CodeCode Available | 0 | 5 |
| Multi-modal Attention Network for Stock Movements Prediction | Dec 27, 2021 | PredictionStock Prediction | CodeCode Available | 0 | 5 |
| Temporal Relational Ranking for Stock Prediction | Sep 25, 2018 | Deep LearningPrediction | 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 |
| Enhancing Few-Shot Stock Trend Prediction with Large Language Models | Jul 12, 2024 | DenoisingPrediction | —Unverified | 0 | 0 |
| Dynamic Advisor-Based Ensemble (dynABE): Case study in stock trend prediction of critical metal companies | May 24, 2018 | Stock PredictionStock Trend Prediction | —Unverified | 0 | 0 |
| A Tensor-Based Sub-Mode Coordinate Algorithm for Stock Prediction | May 21, 2018 | PredictionStock Prediction | —Unverified | 0 | 0 |
| An Experiment in Integrating Sentiment Features for Tech Stock Prediction in Twitter | Dec 1, 2012 | Named Entity Recognition (NER)Sentiment Analysis | —Unverified | 0 | 0 |
| Double-Path Adaptive-correlation Spatial-Temporal Inverted Transformer for Stock Time Series Forecasting | Sep 24, 2024 | Stock PredictionTime Series | —Unverified | 0 | 0 |
| A Stock Price Prediction Approach Based on Time Series Decomposition and Multi-Scale CNN using OHLCT Images | Oct 25, 2024 | Stock PredictionStock Price Prediction | —Unverified | 0 | 0 |
| Knowledge-Driven Event Embedding for Stock Prediction | Dec 1, 2016 | Information RetrievalOpen Information Extraction | —Unverified | 0 | 0 |
| Improving Twitter Sentiment Analysis with Topic-Based Mixture Modeling and Semi-Supervised Training | Jun 1, 2014 | Sentiment AnalysisStock Prediction | —Unverified | 0 | 0 |
| A Stock Prediction Model Based on DCNN | Sep 7, 2020 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis | Sep 1, 2017 | Deep LearningSentiment Analysis | —Unverified | 0 | 0 |
| Adapting VerbNet to French using existing resources | May 1, 2014 | Machine TranslationSemantic Role Labeling | —Unverified | 0 | 0 |
| HireVAE: An Online and Adaptive Factor Model Based on Hierarchical and Regime-Switch VAE | Jun 5, 2023 | Open-Ended Question AnsweringStock Prediction | —Unverified | 0 | 0 |
| Higher-order Graph Attention Network for Stock Selection with Joint Analysis | Jun 27, 2023 | Graph AttentionRelation | —Unverified | 0 | 0 |
| Deep Learning Enhanced Multi-Day Turnover Quantitative Trading Algorithm for Chinese A-Share Market | Jun 3, 2025 | Stock Prediction | —Unverified | 0 | 0 |
| Convolutional Feature Extraction and Neural Arithmetic Logic Units for Stock Prediction | May 18, 2019 | Sentiment AnalysisStock Prediction | —Unverified | 0 | 0 |
| Improving Nonparametric Classification via Local Radial Regression with an Application to Stock Prediction | Dec 28, 2021 | regressionStock Prediction | —Unverified | 0 | 0 |
| Forecasting with Deep Learning: S&P 500 index | Mar 21, 2021 | Deep LearningPrediction | —Unverified | 0 | 0 |
| Chinese Stock Prediction Based on a Multi-Modal Transformer Framework: Macro-Micro Information Fusion | Jan 28, 2025 | Graph AttentionStock Prediction | —Unverified | 0 | 0 |
| A PDE Approach to the Prediction of a Binary Sequence with Advice from Two History-Dependent Experts | Jul 24, 2020 | Stock Prediction | —Unverified | 0 | 0 |
| FINN-GL: Generalized Mixed-Precision Extensions for FPGA-Accelerated LSTMs | Jun 25, 2025 | Sentiment AnalysisStock Prediction | —Unverified | 0 | 0 |
