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| LERT: A Linguistically-motivated Pre-trained Language Model | Nov 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis | May 12, 2020 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 2 |
| PERT: Pre-training BERT with Permuted Language Model | Mar 14, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model | Mar 5, 2024 | Stock Market Prediction | CodeCode Available | 2 |
| Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model | Jun 14, 2022 | Decision MakingNews Classification | CodeCode Available | 2 |
| A Multifactor Analysis Model for Stock Market Prediction | Mar 5, 2023 | modelPrediction | CodeCode Available | 1 |
| Applications of deep learning in stock market prediction: recent progress | Feb 29, 2020 | Deep LearningPrediction | CodeCode Available | 1 |
| Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading | May 26, 2021 | ArticlesEvent Detection | CodeCode Available | 1 |
| Effectiveness of Artificial Intelligence in Stock Market Prediction based on Machine Learning | Jun 30, 2021 | BIG-bench Machine LearningStock Market Prediction | CodeCode Available | 1 |
| Improving S&P stock prediction with time series stock similarity | Feb 8, 2020 | PredictionStock Market Prediction | CodeCode Available | 1 |
| Hidden Markov Models for Stock Market Prediction | Oct 5, 2023 | PredictionStock Market Prediction | CodeCode Available | 1 |
| SliceNStitch: Continuous CP Decomposition of Sparse Tensor Streams | Feb 23, 2021 | Anomaly DetectionRecommendation Systems | CodeCode Available | 1 |
| Sentiment Analysis of Twitter Data for Predicting Stock Market Movements | Oct 28, 2016 | Sentiment AnalysisStock Market Prediction | CodeCode Available | 1 |
| Stock Broad-Index Trend Patterns Learning via Domain Knowledge Informed Generative Network | Feb 27, 2023 | PredictionStock Market Prediction | CodeCode Available | 1 |
| Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations | Nov 1, 2020 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| A Modular Framework for Reinforcement Learning Optimal Execution | Aug 11, 2022 | Algorithmic Tradingreinforcement-learning | CodeCode Available | 1 |
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| Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context | Sep 14, 2023 | Stock Market Predictiontext-guided-generation | CodeCode Available | 1 |
| RoBERTa: A Robustly Optimized BERT Pretraining Approach | Jul 26, 2019 | Common Sense ReasoningDocument Image Classification | CodeCode Available | 1 |
| Stock price prediction using Generative Adversarial Networks | Apr 2, 2021 | Fraud DetectionGenerative Adversarial Network | CodeCode Available | 1 |
| Enhancing Financial Data Visualization for Investment Decision-Making | Dec 9, 2023 | Data VisualizationDecision Making | —Unverified | 0 |
| Do Weibo platform experts perform better at predicting stock market? | Feb 12, 2024 | PredictionSentiment Analysis | —Unverified | 0 |
| Distributed Stochastic Bandit Learning with Delayed Context Observation | Jul 28, 2022 | Stock Market PredictionWeather Forecasting | —Unverified | 0 |
| Ascertaining price formation in cryptocurrency markets with DeepLearning | Feb 9, 2020 | Deep LearningPrediction | —Unverified | 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 |
| Application of Deep Q-Network in Portfolio Management | Mar 13, 2020 | Deep Reinforcement LearningFace Recognition | —Unverified | 0 |
| Dialog System Using Real-Time Crowdsourcing and Twitter Large-Scale Corpus | Jul 1, 2012 | Stock Market Prediction | —Unverified | 0 |
| Higher Order Transformers: Efficient Attention Mechanism for Tensor Structured Data | Dec 4, 2024 | Computational Efficiencyimage-classification | —Unverified | 0 |
| Deep learning for Stock Market Prediction | Mar 31, 2020 | Deep LearningFuture prediction | —Unverified | 0 |
| Aggregating multiple types of complex data in stock market prediction: A model-independent framework | May 15, 2018 | PredictionStock Market Prediction | —Unverified | 0 |
| Indian Stock Market Prediction using Augmented Financial Intelligence ML | Jul 2, 2024 | PredictionStock Market Prediction | —Unverified | 0 |
| A Machine Learning Model for Stock Market Prediction | Feb 28, 2014 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| A Novel Distributed Representation of News (DRNews) for Stock Market Predictions | May 24, 2020 | Stock Market Prediction | —Unverified | 0 |
| Identifying Trades Using Technical Analysis and ML/DL Models | Apr 12, 2023 | Deep LearningManagement | —Unverified | 0 |
| Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning | Aug 1, 2016 | ClassificationCross-Lingual Sentiment Classification | —Unverified | 0 |
| Genetic Algorithm-Optimized Long Short-Term Memory Network for Stock Market Prediction | Oct 18, 2018 | Stock Market PredictionTime Series Forecasting | —Unverified | 0 |
| A Novel Deep Reinforcement Learning Based Stock Direction Prediction using Knowledge Graph and Community Aware Sentiments | Jul 2, 2021 | Deep Reinforcement LearningPrediction | —Unverified | 0 |
| Group, Extract and Aggregate: Summarizing a Large Amount of Finance News for Forex Movement Prediction | Oct 11, 2019 | Extractive SummarizationStock Market Prediction | —Unverified | 0 |
| GRUvader: Sentiment-Informed Stock Market Prediction | Dec 7, 2024 | PredictionSentiment Analysis | —Unverified | 0 |
| FinVision: A Multi-Agent Framework for Stock Market Prediction | Oct 29, 2024 | Decision MakingPrediction | —Unverified | 0 |
| Collective Opinion Target Extraction in Chinese Microblogs | Oct 1, 2013 | Dependency ParsingSentiment Analysis | —Unverified | 0 |
| A comparative study of Different Machine Learning Regressors For Stock Market Prediction | Apr 14, 2021 | BIG-bench Machine LearningStock Market Prediction | —Unverified | 0 |
| Improvement of VerbNet-like resources by frame typing | Dec 1, 2016 | Machine TranslationQuestion Answering | —Unverified | 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 |
| CNNPred: CNN-based stock market prediction using several data sources | Oct 21, 2018 | feature selectionStock Market Prediction | —Unverified | 0 |
