| 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 |
| Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network | Oct 1, 2018 | ClassificationEmotion Classification | —Unverified | 0 |
| Temporal Relational Ranking for Stock Prediction | Sep 25, 2018 | Deep LearningPrediction | CodeCode Available | 0 |
| Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Neural Network Algorithm | Sep 17, 2018 | Image CompressionNovelty Detection | —Unverified | 0 |
| Enhancing Stock Market Prediction with Extended Coupled Hidden Markov Model over Multi-Sourced Data | Sep 2, 2018 | PredictionStock Market Prediction | —Unverified | 0 |
| Stock Price Correlation Coefficient Prediction with ARIMA-LSTM Hybrid Model | Aug 5, 2018 | Portfolio OptimizationStock Market Prediction | CodeCode Available | 0 |
| Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction | Aug 1, 2018 | Information RetrievalSentence | CodeCode Available | 0 |
| Learning The Sequential Temporal Information with Recurrent Neural Networks | Jul 8, 2018 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Stock Movement Prediction from Tweets and Historical Prices | Jul 1, 2018 | Feature EngineeringPrediction | CodeCode Available | 0 |
| Aggregating multiple types of complex data in stock market prediction: A model-independent framework | May 15, 2018 | PredictionStock Market Prediction | —Unverified | 0 |
| Discovering Bayesian Market Views for Intelligent Asset Allocation | Feb 27, 2018 | Opinion MiningStock Market Prediction | CodeCode Available | 0 |
| Sentiment Predictability for Stocks | Dec 15, 2017 | Event ExtractionPrediction | CodeCode Available | 0 |
| 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 |
| Stock Market Prediction with Deep Learning: A Character-based Neural Language Model for Event-based Trading | Dec 1, 2017 | Feature EngineeringLanguage Modeling | —Unverified | 0 |
| Opening the Black Box of Financial AI with CLEAR-Trade: A CLass-Enhanced Attentive Response Approach for Explaining and Visualizing Deep Learning-Driven Stock Market Prediction | Sep 5, 2017 | Decision MakingDeep Learning | —Unverified | 0 |
| Knowledge-Driven Event Embedding for Stock Prediction | Dec 1, 2016 | Information RetrievalOpen Information Extraction | —Unverified | 0 |
| Improvement of VerbNet-like resources by frame typing | Dec 1, 2016 | Machine TranslationQuestion Answering | —Unverified | 0 |
| Sentiment Analysis of Twitter Data for Predicting Stock Market Movements | Oct 28, 2016 | Sentiment AnalysisStock Market Prediction | CodeCode Available | 1 |
| Sentiment Clustering with Topic and Temporal Information from Large Email Dataset | Oct 1, 2016 | ClusteringSentiment Analysis | —Unverified | 0 |
| Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning | Aug 1, 2016 | ClassificationCross-Lingual Sentiment Classification | —Unverified | 0 |
| Topic Modeling based Sentiment Analysis on Social Media for Stock Market Prediction | Jul 1, 2015 | Sentiment AnalysisStock Market Prediction | —Unverified | 0 |
| Using Structured Events to Predict Stock Price Movement: An Empirical Investigation | Oct 1, 2014 | Information RetrievalOpen Information Extraction | —Unverified | 0 |
| Exploiting Social Relations and Sentiment for Stock Prediction | Oct 1, 2014 | PredictionSentiment Analysis | —Unverified | 0 |
| Stock Market Prediction from WSJ: Text Mining via Sparse Matrix Factorization | Jun 27, 2014 | ArticlesStock Market Prediction | —Unverified | 0 |
| A Machine Learning Model for Stock Market Prediction | Feb 28, 2014 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| Collective Opinion Target Extraction in Chinese Microblogs | Oct 1, 2013 | Dependency ParsingSentiment Analysis | —Unverified | 0 |
