| NLP Analytics in Finance with DoRe: A French 250M Tokens Corpus of Corporate Annual Reports | May 1, 2020 | Stock Market PredictionWord Embeddings | —Unverified | 0 |
| Revisiting Pre-Trained Models for Chinese Natural Language Processing | Apr 29, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Forecasting directional movements of stock prices for intraday trading using LSTM and random forests | Apr 21, 2020 | Stock Market Prediction | CodeCode Available | 1 |
| Deep learning for Stock Market Prediction | Mar 31, 2020 | Deep LearningFuture prediction | —Unverified | 0 |
| Application of Deep Q-Network in Portfolio Management | Mar 13, 2020 | Deep Reinforcement LearningFace Recognition | —Unverified | 0 |
| Applications of deep learning in stock market prediction: recent progress | Feb 29, 2020 | Deep LearningPrediction | CodeCode Available | 1 |
| Ascertaining price formation in cryptocurrency markets with DeepLearning | Feb 9, 2020 | Deep LearningPrediction | —Unverified | 0 |
| Improving S&P stock prediction with time series stock similarity | Feb 8, 2020 | PredictionStock Market Prediction | CodeCode Available | 1 |
| A new approach for trading based on Long Short Term Memory technique | Jan 10, 2020 | PredictionStock Market Prediction | —Unverified | 0 |
| U-CNNpred: A Universal CNN-based Predictor for Stock Markets | Nov 28, 2019 | Stock Market Prediction | —Unverified | 0 |
| Predicting Indian stock market using the psycho-linguistic features of financial news | Nov 7, 2019 | Articlesfeature selection | —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 |
| Event Representation Learning Enhanced with External Commonsense Knowledge | Sep 9, 2019 | PredictionRepresentation Learning | CodeCode Available | 0 |
| HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction | Aug 7, 2019 | Graph AttentionGraph Classification | CodeCode Available | 0 |
| Classi-Fly: Inferring Aircraft Categories from Open Data using Machine Learning | Jul 30, 2019 | BIG-bench Machine LearningStock Market Prediction | —Unverified | 0 |
| RoBERTa: A Robustly Optimized BERT Pretraining Approach | Jul 26, 2019 | Common Sense ReasoningDocument Image Classification | CodeCode Available | 1 |
| Machine Learning Construction: implications to cybersecurity | Jun 24, 2019 | BIG-bench Machine LearningOptical Character Recognition | —Unverified | 0 |
| Global Stock Market Prediction Based on Stock Chart Images Using Deep Q-Network | Feb 28, 2019 | Stock Market Prediction | CodeCode Available | 0 |
| Using Deep Learning Neural Networks and Candlestick Chart Representation to Predict Stock Market | Feb 26, 2019 | Stock Market Prediction | CodeCode Available | 0 |
| Predicting the Effects of News Sentiments on the Stock Market | Dec 11, 2018 | Sentiment AnalysisStock Market Prediction | CodeCode Available | 0 |
| Leveraging Financial News for Stock Trend Prediction with Attention-Based Recurrent Neural Network | Nov 15, 2018 | Stock Market PredictionStock Trend Prediction | CodeCode Available | 0 |
| Twitter Geolocation using Knowledge-Based Methods | Nov 1, 2018 | Entity LinkingGraph Embedding | —Unverified | 0 |
| CNNPred: CNN-based stock market prediction using several data sources | Oct 21, 2018 | feature selectionStock Market Prediction | —Unverified | 0 |
| Genetic Algorithm-Optimized Long Short-Term Memory Network for Stock Market Prediction | Oct 18, 2018 | Stock Market PredictionTime Series Forecasting | —Unverified | 0 |
| BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | Oct 11, 2018 | Citation Intent ClassificationCommon Sense Reasoning | CodeCode Available | 3 |
